Investigation on the physical layer technologies employed in the GSM SystemAbsyarie Syafiq Bin ShahrinAbstractBasically in this paper, we intend to give a rundown on GSM (Global System for Mobile Communications) specifically on the technologies employed at the physical layer in the GSM system. The GSM system is a very interesting topic as it revolutionized the way we communicate and it is still being used till this day. It is actually the 2nd Generation (2G) wireless system as it uses digital instead of analog and it also deploys Time Division Multiple Access (TDMA) that is implemented on multiple frequency subbands. Frequency Division Multiple Access (FDMA). GMSK modulation and demodulation technique will also be discussed together with how it works and what their advantages/disadvantages are. The problems with ISI (Intersymbol Interference) in GSM systems will also be addressed together with how to mitigate ISI using channel equalization. With that, we will also give a simple explanation on how speech coding is accomplished in GSM transceivers.Keywords: Gaussian Pulse, GMSK, ISI, channel equalizer, ISI equalizer, speech codingI. IntroductionGSM is a standard developed by the ETSI (Europe Telecommunication Standards Institute) to describe the protocols of the 2nd Generation (2G) communication technology used by mobile networks and cell phones. It was first launched in Finland with a data speed of up to 64kbps. The GSM is given the term 2G because it is something completely new compared to the first generation (1G) with the usage of digital signal signals instead of analog. It was designed from scratch with no backward compatibility with the previous 1G technology. Using 124 channels per cell, it can accommodate up to 8 users by using a combination of TDMA and FDD scheme [1], though some of its channels are used for control signals. It also introduces the SIM (Subscriber identity module) card which allows for roaming calls. At first, it was only designed for operation in the 900 MHz band but later it was adapted for 1800Mhz. GSM is a very popular standard used today with over 90% market share, with availability in over 219 countries and territories worldwide.Originally the GSM was developed with the intention that it will replace the first generation analog networks by having digital, circuit-switched networks which are optimized for full-duplex voice telephony. However as time passes, the GSM system was further developed to include data communications by firstly having it on circuit-switched transport, and then changing it later to packet-switched transport via GPRS ( General Packet Radio Service) and EDGE ( Enhanced Data Rates for GSM Evolution) .In GSM, Gaussian pulse shaping is used and Gaussian Minimum Shift Keying (GMSK) as a modulation/demodulation technique with a modulation index of 0.5 [2]. This modulation method however gives rise to inter symbol interference. Inter Symbol Interference (ISI) in the GSM system are usually caused by two factors; Multipath propagation and Bandlimited channels. An ISI equalizer is used to solve this problem by implementing the Maximum Likelihood Sequence Estimation (MLSE) via vertibri algorithm. To make things easier to understand, Figure 1 is attached to relate how the GSM system can relate to the OSI (Open System Interconnection) model. We will however, focus more on the Physical Layer of the GSM system.Figure 1: How the GSM is realized in the famous OSI model [7].Pulse ShapingIn digital telecommunications systems, we strive to achieve broad spread spectrum with significant low-frequency content. This in return, requires a lowpass channel that has a bandwidth sufficient enough to accommodate the essential frequency content in the data stream. Gaussian function fits this requirement perfectly. The speciality of this waveshape is that, the pulses rise and small smoothly until it settles to a value [14]. This is a valuable asset as it gives a solution to problems such as precursors, overshoot and ringing in a pulse signal [14]. This problems cause uncertainty to the actual value so it is very troublesome. Besides that, it also addresses the two required needs of communication systems which are band-limited channels and reduced Inter-symbol interference (ISI) by applying a Gaussian filter symbol-by-symbol. It is nearly impossible to get the perfect sinc spectrum in the time domain as the bandwidth needs to be infinity. We can only have an approximation or near the same sinc spectrum. ISI can also still happen if control is not exercised over the pulse shaping.Figure 2: An impulse response of a Gaussian Filter [15]In GSM, we apply Gaussian filtering for Gaussian Filtering Minimum Shift keying (GMSK) a modulation technique. Basically it is similar as the Minimum Shift Keying (MSK) but the data stream must first go through pulse shaping via Gaussian filter before being applied to the modulator. MSK is already a good modulation scheme as it possess constant envelope and maintains phase continuity. GMSK allows for reduced sideband power which results in the reducing of out-of-band interference between the signal carriers in adjacent frequency channels. The GMSK technique has an advantage of being able to carry data while still maintaining an efficient usage of spectrum. The reduce power in the GMSK is very useful especially for mobile phones as lower battery consumption is needed for operation [16]. The drawback of GMSK is that, it requires more modulation memory in the system and causes ISI.We have two ways to generate GMSK modulation. The most basic way is to apply Gaussian filter on the input signal and then apply a frequency modulator with a modulation index of 0.5 [2] [16]. The problem with this method is that it must have an exact modulation index of 0.5. In the real world, this is impossible as component tolerance drift can vary[16].Figure: Flow chart of GMSK modulation using a Gaussian filter and Voltage controlled oscillatorThe second method is more realistic and widely used. This GMSK method uses the Quadrature (I-Q) modulator. The operation starts by having the Gaussian filtered data separated into two parts, in-phase I and quadrature phase (Q). The I and Q components will then be mixed up to the frequency of the RF carrier to have a modulated RF signal. This kind of modulator can maintain 0.5 modulation index without having any modifications. The performance of this quadruple modulation depends on the accurate creation of I and Q components. For demodulation, this scheme can be used in reverse [16].X mixer or multiplierLO Local oscillatorFigure 3: Block diagram of I-Q modulatorInter symbol interference and channel equalizationISI in the GSM system is mainly caused by multipath propagation. Multipath propagation is a result when signals arrive at different times (delay) because it is does not travel in line of sight (LOS). In reality, connection will never be in LOS all the time so the signals will go through different paths by being reflected or refracted from different objects to reach the destination. When the signals travel through multiple paths, they will arrive at different times depending on the route they used. It is also possible for reflected signals to overlap with the subsequent signals [13]. This in addition, results in distortion to the received signals because all the signals have different delay. This situation happens either from mobile station to base station or vice versa. Since the delay spread is more than the symbol time, frequency selective fading occurs.Figure 4: An example of multipath propagationFigure 5: ISI as a result of multipath distortion [13]To combat the problem with multipath propagation, we use and ISI equalizer. This equalization technique is based on the MLSE which uses the Viterbi Algorithm [3] [10]. Figure below shows the block diagram of the ISI equalizer.Figure 6: Block diagram on how ISI equalizer is used in GSM environmentWhen the base station or the mobile station transmits a TDMA burst, not all of is user data. Instead, 26 bits are allocated for the training sequence and they are known by their receivers (either mobile station or base station). Each of the known sequence bits unique for a certain transmitter is unique for a certain transmitter and this sequence bits is also repeated in every transmission burst. The figure below shows the normal burst structure in the GSM burst.Figure 7: GSM Normal Burst StructureA channel estimator is needed because to perform MLSE, we require information on the CIR (Channel Impulse Response). The channel estimator will estimate the CIR for each of the bursts by comparing the transmitted bits with the received signal to produce he(t) [10]. Channel estimation in GSM uses Linear MMSE (Minimum mean square error) [11]. Since the match filter is in time domain, r(t) will be convoluted with the signal obtained from the channel estimation, he(t) to create a model signal Y(t). The output model signal obtained can then be used to estimate the transmitted bits based on the bits received by performing MLSE. The last process uses Viterbi Algorithm hence the process, Viterbi equalisation [2] [9].Speech coding in GSM transceiversSpeech is originally analog in nature and GSM is a digital system. In order to use the speech information, we need to run to a series of process known as speech processing. Figure shows how the speech processing is done in a GSM system.In speech coding, the GSM system has used a variety of ways to fit in 3.1 kHz audio into between 6.5 and 13 kbit/s. The first two codecs used was called Half Rate (5.8 kbit/s) and Full rate (13 kbit/s) [4]. Both of this codecs use LPC (Linear Prediction Function) where voice signals need to be digitized, and secured using encryption over a narrow voice channel. As time passes, the GSM system was further developed to use the Enhanced Full Rate (EFR) codec which is a 12.2 kbit/s codec and it uses a full-rate channel.Figure 8: Flow-diagram on GSM speech processing [8]Full rate speech coder is actually part of the Regular Pulse Excitation Long Term Prediction (RPE-LTP) coders [4]. Firstly the speech encoder will take an input of 13 bit uniform PCM signal from either the audio part of the mobile station (MS) or the Public Switched Telephone Network (PSTN) side by using 8 bit/A-law to 13 bit uniform PCM conversion. The encoded speech is then delivered to the channel coding function which will then produce an encoded block having 456 bits with a gross bit rate of 22.8 kbps [4] [5]. The remaining 9.8 kbps is used for error protection purposes. The reverse action is performed for decoding. When encoding, 160 frames in 1 sample is encoded to a block of 260 bits with a sampling rate of 8000 samples/s, hence the bitrate of 13kbps [5]. On the decoding part, 260 bits of encoded blocks is mapped back to the 160 frames output reconstructed speech sample.EFR (Enhanced Full Rate) is a newer version of the speech codec which uses ACELP (Algebraic Code Excited Linear Prediction) algorithm. The motivation for this development is because of the mediocre / poor quality of the GSM-Full Rate codec. This codec is a step-up from the previous FR because it provides speech quality equivalent or close to wireline telephony which uses 32 kbps ADPCM (Adaptive Pulse Code Modulation) [6]. This codec can provide wireline quality in both error and error-free conditions [6]. EFR which is also a form of traffic channel is bi-directional and can transmit both speech and data [9].Figure 9: shows how error correction is done at layer 1 of the GSM air interfaceConclusionAll in all, this paper has helped me to better understand the GSM system and how it works in the physical layer. GSM has many sources including but not limited to, books, journals, application notes, lecture notes, documentation as well as survey papers. After reading from various sources, I learned to read efficiently and think critically as the papers written are quite hard and requires a meticulous reading to thoroughly understand what is being presented. I acquired basic research and development (R&D) skills and technical writing skills after almost a month of heavy reading and research. How the physical layer in the GSM system works is also understood. The acquired signal must first be shaped through a Gaussian filter in the GMSK modulator. The Quadruple modulator scheme is used as it does not require modifications to maintain 0.5 modulation index. ISI in the GSM are mostly caused by multipath propagations in which gives frequency selective fading. Frequency selective fading happens when the delay time is spread because symbols arrive at different times. To address the problems with ISI, we need to have an ISI equalizer. ISI equalizer consists of many components such as match filter and MLSE by Viterbi algorithm. I also learned that we have two speech coding options; full rate speech coder and EFR. All this components are essential when building a GSM system.References[1] Guifen Gu, Guili Peng The Survey of GSM Wireless Communication System International Conference on Computer and Information Application (ICCIA) , 2010[2] B. Baggini, L. Coppero, G. Gazzoli, L. Sforzini, F. Maloberti, G. Palmisano Integrated Digital Modulator and Analog Front-End for GSM Digital Cellular Mobile Radio System, Proc. IEEE 1991 CICC vol. 31, pp.7.6.1{4, Mar. 1991.[3] M. Drutarovský, GSM Channel Equalization Algorithm Modern DSP Coprocessor Approarch Radioengineering Vol. 8, No 4, December 1999.[4] Besacier, L.; Grassi, S.; Dufaux, A; Ansorge, M.; Pellandini, F., GSM speech coding and speaker recognition,Acoustics, Speech, and Signal Processing, 2000. ICASSP 00. Proceedings. 2000 IEEE International Conference on, vol.2, no., pp.II1085,II1088 vol.2, 2000[5] www.etsi.org, European digital cellular telecommunications system (Phase 1); Speech Processing Functions; General Description (GSM 06.01), GTS 06.01 version 3.0.0, January 1991.[6] Jarvinen, K.; Vainio, J.; Kapanen, P.; Honkanen, T.; Haavisto, P.; Salami, R.; Laflamme, C.; Adoul, J.-P., GSM enhanced full rate speech codec, Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on , vol.2, no., pp.771,774 vol.2, 21-24 Apr 1997[7] Fundamentals: Signalling at the Air-Interface Rohde and Schwartz Training Center v1.0[8] http://www.rfwireless-world.com/Tutorials/gsm-speech-processing.html[9] GSM Air Interface & Network Planning Training Document, Nokia Networks Oy, Finland, Jan 2002[10] Vipin Pathak,MLSE BASED EQUALIZATION AND FADING CHANNEL MODELING FOR GSM (Hughes Software systems, Delhi), pp. 100-104, 2003[11] Manoj Bapat, Dov Levenglick, and Odi Dahan, GSM Channel Equalization, Decoding, and SOVA on the MSC8126 Viterbi Coprocessor (VCOP) Freescale Semiconductor Application Note, Rev.0, 2005[12] Baltersee, J.; Fock, G.; Meyr, H.; Yiin, L., Linear MMSE channel estimation for GSM, Global Telecommunications Conference, 1999. GLOBECOM 99 , vol.5, no., pp.2523,2527 vol.5, 1999[13] Kang, A. S., and Vishal Sharma. Pulse Shape Filtering in Wireless Communication-A Critical Analysis. Pulse 2, no. 3 (2011).[14] James R. Andrews, Low-Pass Risetime Filters for Time Domain Applications, Picosecond Pulse Labs, Application Note AN-7a, March 1999.[15] http://www.ni.com/white-paper/3876/en/[16] http://www.radio-electronics.com/info/rf-technology-design/pm-phase-modulation/what-is-gmsk-gaussian-minimum-shift-keying-tutorial.php[17] Fred Kostedt, James C. Kemerling, Practical GMSK Data Transmission, MX.com, INC, Application Note GMSK, 1998.Get Help With Your EssayIf you need assistance with writing your essay, our professional essay writing service is here to help!Find out more
Global System for Mobile Communications (GSM) Technology
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- CINE286U
- CIS210
- cis273
- CIS359
- CIS510, Other
- CIS524
- CIVL6603, Science
- CJ430, SCIENCE
- CJA444
- CJUS300, Other
- Classics
- CMIT495
- CMSC140
- Colorado Christian University
- COLORADO STATE UNIVERSITY GLOBAL, SCIENCE
- COLORADO STATE UNIVERSITY, SCIENCE
- Colorado State UniversityGlobal
- Colorado Technical University
- COLORADO TECHNICAL UNIVERSITY, OTHER
- Colorado Technical University, Programming
- Columbia Southern University
- COLUMBIA SOUTHERN UNIVERSITY, OTHER
- Columbia Southern University, Science
- COLUMBIA SOUTHERN UNIVERSITY, WRITING
- Commerce
- Communication
- Communications
- COMMUNITY-BASED CORRECTIONS
- COMP1007
- Computer Science
- Computer Science – Java
- Computer Science- Python
- Computer ScienceComputer Science
- Construction
- correctness
- Cosc1437
- counseling chemical dependency adolescents
- Criminology
- CRJ305
- cross-site scripting
- CS101
- CSIT 100, PROGRAMMING
- CSPM326
- CST 610, PROGRAMMING
- Cultural Studies
- culturally appropriate intervention to address childhood obesity in a low-income African American community.
- CUR535
- CUYAMACA COLLEGE, HUMANITIES
- CUYMACA COLLAGE, HUMANITIES
- Data Analysis
- DAVIDSON COLLEGE, OTHER
- defensive programming allows for more efficient processes while also protecting systems from attack.
- DES201
- Describe the difference between glycogenesis and glycogenin ? Explain in 10 to 12 lines.
- Design
- Digital Marketing Plan for Nissan Motor Co. The plan will identify the current marketing opportunity and/or problem(s) and propose digital marketing solutions. Please use header in the attachment."
- Discuss one way in which the Soviet Union fulfilled communist thought, and another way in which it did not with reference to O'Neil's Chapter 9.
- Discuss the pros and cons of free-market based economies and how they impact the modern, globalized economy? What comes to your mind when you hear the term "globalization?"
- Dissertation
- DMM612, Science
- DMM649, SCIENCE
- Draft and essay of 1,000 words minimum, stating the Most Important and Relevant aspects to be considered when carrying on INTERNATIONAL NEGOTIATIONS or MULTI-CULTURAL NEGOTIATIONS.
- Drama
- each time a user extracts the ZIP file
- Earth Science – Geography
- Earth Science – GeographyEarth Science – Geography
- Earth Science – Geology
- EAS1601
- ECD 541, HUMANITIES
- ECE 452
- Ecommerce
- ECON335
- Economics
- ECPI University
- EDUC696
- Education
- EducationEducation
- EEL3472C
- EEL3705
- EET110
- EFFAT UNIVERSITY JEDDAH, HUMANITIES
- elasticity
- ELI2055A
- EMDG 230, SCIENCE
- Emglish
- Emory University
- Employment
- EN106
- EN106, HUMANITIES
- EN109
- EN206, HUMANITIES
- ENC1102, Writing
- eng 100
- ENG100
- ENG101
- ENG101, Humanities
- ENG102
- ENG102, Humanities
- eng106
- ENG1102, WRITING
- ENG124
- ENG124, Humanities
- ENG124, Writing
- ENG1340, HUMANITIES
- ENG200, Humanities
- ENG207
- eng2206
- ENG2211
- ENG305
- ENG812
- Engineering
- Engineering – Chemical Engineering
- Engineering – Civil Engineering
- Engineering – Civil EngineeringEngineering – Civil Engineering
- Engineering – Electrical Engineering
- Engineering – Electrical EngineeringEngineering – Electrical Engineering
- Engineering – Electronic Engineering
- Engineering – Mechanical Engineering
- Engineering – Mechanical EngineeringEngineering – Mechanical Engineering
- Engineering – Telecommunications Engineering
- EngineeringEngineering
- ENGL 120
- ENGL 124, OTHER
- ENGL 124, WRITING
- ENGL 2030, HUMANITIES
- ENGL1102
- ENGL120, HUMANITIES
- ENGL120SP2019, WRITING
- ENGL126
- ENGL1302
- ENGL130E, HUMANITIES
- ENGL147N, HUMANITIES
- ENGL2, Humanities
- English
- English – Article writing
- English – Article writingEnglish – Article writing
- English Language
- English Literature
- EnglishEnglish
- ENGR350
- ENST202CORE274
- ensuring you allocate dedicated time for coursework
- Environment
- Environmental Science
- Environmental Sciences
- Environmental Studies
- especially for a small company
- Essay Writing
- etc¦). Please note at least five organizational activities and be specific when responding.
- ETH321
- ETHC445N
- Ethnic Studies 101
- European Studies
- EXNS6223
- Family
- Fashion
- February 20). What is defensive programming? EasyTechJunkie. Retrieved December 30
- film industry
- FILM INDUSTRY, HUMANITIES
- Film Studies
- FIN 500
- FIN330, MATHEMATICS
- FIN370
- Final Essay
- Find the uniform most powerful level of alpha test and determine sample size with the central limit theorem
- Florida International University
- Florida National University
- Florida State College at Jacksonville
- FoothillDe Anza Community College District
- Foreign Languages
- Foreign Languages – Spanish
- formulations
- from https://www.pcmag.com/news/fat32-vs-ntfs-choose-your-own-format
- G124/enc1101
- Gallaudet University
- General Studies
- General_Business
- GEO1206
- GEOG100, Science
- Geography
- GEOL3200, HUMANITIES
- Geometry
- George Mason University
- GERM1027
- GERO 101, SCIENCE
- GERON101
- GLG101, Science
- GO16
- Government
- GovernmentGovernment
- GOVT2305
- GOVT2305, Humanities
- GOVT2306
- Grand Canyon University, Science
- Grand Canyon University, Writing
- Grantham University
- GRANTHAM UNIVERSITY, PROGRAMMING
- GRANTHAM UNIVERSITY, WRITING
- GROSSMONT COLLEGE, HUMANITIES
- Grossmont-Cuyamaca Community College District
- GROSSMONT-CUYAMACA COMMUNITY COLLEGE DISTRICT, HUMANITIES
- GU299, WRITING
- Hawaii Pacific University
- HC310
- HCA415
- HCA521
- HCM550, SCIENCE
- Hcs370
- HCS446
- he focused on aspects of the U.S. that combined democratic and increasingly capitalist characteristics. THINK ABOUT the points De Tocqueville made.
- Health & Medical
- Healthcare
- HIM 2588, MATHEMATICS
- HIM 500, SCIENCE
- HIM301
- HIS 108
- HIS101
- HIS105
- HIS200
- HIST104A, Humanities
- HIST111
- HIST1301, HUMANITIES
- HIST1302
- HIST1320
- HIST1700
- HIST2620
- HIST350, Humanities
- HIST405N, HUMANITIES
- HIST459, Humanities
- History
- History – American history
- History – American historyHistory – American history
- History – Ancient history
- History – Ancient historyHistory – Ancient history
- History – World history
- History – World historyHistory – World history
- HISTORY4250, Humanities
- HistoryHistory
- HLSS508, OTHER
- HMP403
- Hospitality
- HOST1066, WRITING
- Housing
- How do the changes in ship technology effect port operations? Discuss at least 3 factors contributing to port operations and development. Address cargo and passenger liners.250 words
- How have Mary Calderone, SIECUS and other sex educators changed how sex education is perceived? (100 words minimum)
- HOWARD UNIVERSITY, SCIENCE
- HR Management
- HRM300
- HRT6050, Writing
- HSA305
- HSA535
- HSC3201
- HSN476
- HUM1002
- HUM115
- HUM115, Writing
- Human Resource
- Human Resource Management
- Human Resource ManagementHuman Resource Management
- Human Resources
- HUMAN RESOURCES DEVELOPMENT AND MANAGEMENT, SCIENCE
- Human Rights
- HUMANITIES
- Humanities, Alcorn State University
- HUMANITIES, HY 1110
- Humanities, LMC3225D
- HUMANITIES, LONG BEACH CITY COLLEGE
- HUMANITIES, MUSIC1306
- HUMANITIES, OAKLAND COMMUNITY COLLEGE
- HUMANITIES, PH 100
- HUMANITIES, POINT LOMA NAZARENE UNIVERSITY
- HUMANITIES, PRINCE GEORGE'S COMMUNITY COLLEGE
- Humanities, PSY105
- HUMANITIES, PSY330 THEORIES OF PERSONALITY
- Humanities, PSYC 1101
- HUMANITIES, PSYCH305
- HUMANITIES, PSYCH635 PSYCHOLOGY OF LEARNING
- HUMANITIES, RSCH8110
- HUMANITIES, SAN DIEGO STATE UNIVERSITY
- HUMANITIES, SAN JACINTO COLLEGE
- Humanities, SOC1010
- HUMANITIES, SOC401
- HUMANITIES, SOCIOLOGY OF RELIGION
- HUMANITIES, SOUTHERN NEW HAMPSHIRE UNIVERSITY
- HUMANITIES, STRAYER UNIVERSITY
- HUMANITIES, SWK110
- HUMANITIES, UNIVERSITY OF CALIFORNIA
- HUMANITIES, UNIVERSITY OF CALIFORNIA IRVINE
- HUMANITIES, UNIVERSITY OF HOUSTON-DOWNTOWN
- Humanities, University of Maryland University College
- i need the attached work to look like this. please redo and make it look like this.
- I need these questions answered fully. I have the assignment and the notes attached for it. Do not use chegg or course hero. This is due Wednesday 4/14 at 10:00 pm which is almost 4 full days. Thanks!
- I need to re organize a research paper I attached all my information and I attached you an example how is going to be. Please follow the instruction and the references has to be APA 7edition
- Identify a cardiac or respiratory issue and outline the key steps necessary to include for prevention and health promotion
- identify the leadership theory that best aligns with your personal leadership style
- if you suggest trying to do this
- IGLOBAL UNIVERSITY
- IHS2215
- Iii Mlch
- III nuistery of such superficialities was meant to
- Implement classifiers KMeans, Random Forest and Decision Tree, SVM,XGBoost and Naive Bayes for the given dataset of audio samples to findout top genre for an audio sample(which one fits best)
- In a cardiac issue what are the key steps necessary to include for prevention and health promotion.
- in any other way
- include a paragraph about which side of the case a forensic psychologists might support and why.
- indeed
- India
- INDIANA UNIVERSITY BLOOMINGTON, SCIENCE
- INF690
- INF690, Other
- Information Systems
- Information SystemsInformation Systems
- Information Technology
- INSTITUTE OF PUBLIC ADMINISTRATION SAUDI ARABIA, PROGRAMMING
- INT700, OTHER
- International Business
- International Relations
- International Studies
- Internet
- Introduction to Biology
- Is jury nullification sometimes justifiable? When?
- ISSC351
- It Research
- IT380
- IT550, Business & Finance , Southern New Hampshire University
- ITC3001
- ITP120
- ITS 631, PROGRAMMING
- ITS835, Other
- JEDDAH COLLEGE OF ADVERTISING, WRITING
- Journalism
- KNOWLEDGE IS POWER, OTHER
- Languages
- Law
- Law – Civil
- Law – CivilLaw – Civil
- Law – Criminal
- Law – CriminalLaw – Criminal
- LawLaw
- Leadership
- lecture slides
- Leisure Management
- Liberty University
- LIBERTY UNIVERSITY, WRITING
- lIlgll.Igt· (1II1In·d
- Linguistics
- literacy is always plural: literacies (there are many of them
- Literature
- Literature Review
- Literature review funnel on "cyber security"
- LiteratureLiterature
- MA105
- MAJAN COLLEGE, WRITING
- Management
- Manpower
- Marketing
- Math
- MATH 1030
- MATH144, MATHEMATICS
- Mathematics
- Mathematics – Algebra
- Mathematics – Calculus
- Mathematics – Geometry
- Mathematics – Numerical analysis
- Mathematics – Precalculus
- Mathematics – Probability
- Mathematics – Statistics
- Mathematics – StatisticsMathematics – Statistics
- Mathematics – Trigonometry
- MATHEMATICS, MGT3332
- Mathematics, National American University
- Mathematics, PSY325
- MATHEMATICS, PUBH8545
- Mathematics, QNT275
- MATHEMATICS, STAT 201
- MBA503
- McMaster University
- ME350B, SCIENCE
- MECH4430, SCIENCE
- Mechanics
- Media
- Medical
- Medical Essays
- MGMT2702
- MGMT410
- MGT173, SCIENCE
- MHR6451
- MIAMI UNIVERSITY, WRITING
- Military
- Military Science
- MKT501
- MKT690, OTHER
- MN576
- MN581
- MN610, SCIENCE
- MNGT3711
- Music
- MVC109
- N4685
- NATIONAL INSTITUTES OF HEALTH, SCIENCE
- NATIONAL UNIVERSITY, SCIENCE
- Needs to be at least 300 wordswithin the past five years.No plagiarism! What key aspects do you believe should guide ethical behavior related to health information, technology, and social media?
- no workable ""affirmative action"" for Discourses: you can't 19 Ill' let into the game after missing the apprenticeship and be expected to have a fnir shot at playing it. Social groups will not
- Northcentral University
- not writing)
- nothing can stand in her way once she has her mind set. I will say that she can sometimes be hard headed
- Nova Southeastern University
- NR447, SCIENCE
- NRS429VN
- NRS44V, OTHER
- NRS451VN
- NRSE4540
- NSG426
- NSG486
- NSG6102
- NSG6102, SCIENCE
- Numerical Analysis
- NUR231NUR2349, SCIENCE
- NUR647E
- NURS350
- NURS508
- NURS6640
- Nursing
- NURSING LEADERSHIP AND MANAGEMENT, SCIENCE
- NursingNursing
- Nutrition
- offering learners the flexibility to acquire new skills and knowledge from the comfort of their homes. However
- OHIO UNIVERSITY, SCIENCE
- Online Discussion Forums Grade and Reflection Assignment : Current Topic Artificial Intelligence HR Planning Career and Management Development Labour RelationsForum
- operation security
- Operations Management
- or do those companies have an ethical obligation to protect people? In this assignment
- ORG5800, OTHER
- Organisations
- OTHER
- Other, PAD631
- OTHER, PARK UNIVERSITY
- OTHER, PLA1223
- Other, POLI330N
- OTHER, PROFESSIONAL NURSING NU231 NUR2349
- Other, RTM404
- OTHER, SAINT LEO UNIVERSITY
- OTHER, SOC3210C1
- Other, SOCW6333
- OTHER, SOUTHERN NEW HAMPSHIRE UNIVERSITY
- Other, The University Of Southern Mississippi
- OTHER, TRIDENT UNIVERSITY INTERNATIONAL
- Other, UC
- OTHER, UNIVERSITY OF MARYLAND UNIVERSITY COLLEGE
- OTHER, UNIVERSITY OF SOUTH FLORIDA
- Other, Walden University
- paying attention to grammar and spelling. Actively participate in discussions
- Personal Development
- PhD Dissertation Research
- PHI 413V, SCIENCE
- Philosophy
- Photography
- PHY290
- PHYS204L206
- Physics
- Physics – Astronomy
- Physics – Electromagnetism
- Physics – Geophysics
- Physics – Mechanics
- Physics – Optics
- PhysicsPhysics
- Physiology
- PNGE332, SCIENCE
- Political Science
- Political SciencePolitical Science
- Politics
- PowerPoint slides
- privacy
- PROFESSIONAL NURSING NU231 NUR2349, SCIENCE
- PROFESSIONAL NURSING NU231NUR2349, SCIENCE
- Programming
- Programming , College of Applied Sciences
- PROGRAMMING, STRAYER UNIVERSITY
- PROGRAMMING, WILMINGTON UNIVERSITY
- Project Management
- proper grammar
- Protein
- provide a discussion on what could have been done better to minimize the risk of failure. If you have not yet been involved with a business process redesign
- PSYC8754, WRITING
- Psychology
- PsychologyPsychology
- PUB373, SCIENCE
- Purdue University
- Rasmussen College
- Read a poam and write a paragraph to prove "The table turned".
- Reading
- ReadingReading
- readings
- Reference this
- REL1030
- Religion
- RES861, Science RES861
- Research Methodology
- Research methods
- Research Proposal
- Research questions
- Retail
- Rutgers university
- SAFE4150
- safety statutes
- Santa Clara University
- SCI 220, SCIENCE
- SCI115, SCIENCE
- Science
- Science, Strayer University
- SCIENCE, THOMAS JEFFERSON UNIVERSITY
- SCIENCE, WEST COAST UNIVERSITY
- SCIENCE, WEST TEXAS A & M UNIVERSITY
- Sciences
- SCM371, Writing
- Search in scholarly sources the similarities and difference between PhD and DNP. Post three similarities and three differences found on your research. Do not forget to include your reference.
- Security
- self-actualization
- several things can happen
- Should the government operate public transportation systems?250 words
- so that it is not biased?
- so too
- SOC 450
- Social Policy
- Social Science
- Social Science – Philosophy
- Social Science – PhilosophySocial Science – Philosophy
- Social Science – Sociology
- Social Science – SociologySocial Science – Sociology
- Social Sciences
- Social ScienceSocial Science
- Social Work
- Society
- Sociology
- someone cannot engage in a Discourse in a less than fully fluent manner. You are either in it or you're not. Discourses are connected with displays of
- SP19, WRITING
- SPC2608
- SPD310
- Sports
- Statistics
- succeeding in online courses requires a different approach compared to traditional classroom settings. To help you make the most of your online learning experience
- such as notifications from social media or email. Organize your study materials and have a reliable internet connection to ensure seamless access to course materials.
- Technology
- that personal ethics and organizations ethics are two different and unrelated concepts. Others
- the attribute is useful
- The directions are attached. However you must read the PDF file first in order to answer the questions.
- the role of work and money
- Theatre
- then reply to a minimum of 2 of your classmates' original posts.
- Theology
- Threat of artificial intelligence 800 words.
- to be true of second language acquisition or socially situ ated cognition (Beebe
- to better promote the value and dignity of individuals or groups and to serve others in ways that promote human flourishing.
- to usc a Discourse. The most you can do is III It'! them practice being a linguist with you.
- total fat consumption
- Tourism
- Translation
- Transportation
- U110
- Uncategorized
- University of Central Missouri
- University of South Florida
- UNIVERSITY OF SOUTH FLORIDA, WRITING
- Video Games
- Watch this meditation https://www.youtube.com/watch?v=doQGx4hdF3M&feature=youtu.be and write a one page reflection
- WCWP10B
- we can always ask about how much ten- 12 """""" or conflict is present between any two of a person's Discourses (Rosaldo
- What approaches to the study of poverty does economic sociology offer? More specifically, what might sociologists studying poverty focus on besides poor households, neighborhoods, and individuals?
- What is the philosophical matrices for Behaviorism, Constructivism, and Reconstructivism
- What key aspects do you believe should guide ethical behavior related to health information, technology, and social media?
- what place did government have to improve markets? What does the concept of ""crowding out"" mean in all of this?
- What should be done to maintain optimum stock levels and why is it important to keep accurate and up-to-date records of stock in medical practice?
- whether good or bad. The intent of the short research projects is to dig a little deeper into some of the topics
- which triggers the vulnerability. As soon as the user downloads this shortcut file on Windows 10; windows explorer will
- Would somebody read these quotes and answer those three questions at the bottom for me?Disregard number two I will look for myself in the text.
- Write short essay based on evidence about the 2 cons of Sex Education 250-300 words 2 reference minimum no plagiarism
- WRITING
- writing assignment, you will analyze asymmetric and symmetric encryption. Evaluate the differences between the two of them and which one that you would determine is the most secure.
- Writing, Personal Code of Technology Ethics
- you believe you can provide the CIO with the information he needs.
- you will learn how to search for scholarly
- you will need to read the TCP standard. TCP was first defined in RFC 793. A link to this document is provided. https://tools.ietf.org/html/rfc793
- Young People


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