Digital Signal Processing and Wireless Communications
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This four-day course provides participants with an in-depth examination of wireless digital communication design strategies. Topics covered include digital modulation, radiowave propagation characteristics, signal detection methods, BER performance improvement and simulation techniques, DSP techniques, and RF/hardware architectures.
Upon completing the course, the participant will be able to:
- Describe the migration path for modulation and demodulation techniques.
- List and describe signal processing building blocks for wireless systems.
- Explain methods for mitigating wireless channel impairments.
- Perform system simulations ((de)modulation, BER and channel models).
- Predict system performance and evaluate tradeoffs.
- Describe TDMA, CDMA, 4G LTE and 5G evolution techniques.
- Describe design issues for wireless systems, particularly those issues in which transmit and receive implementation affect system performance.
System designers entering or currently working in the field of wireless digital communication will benefit from this comprehensive overview of practical design techniques. An electrical engineering background (or equivalent practical experience) is required. Attending the course, DSP- Understanding Digital Signal Processing ( Course 27 ), is suggested.
Day OneDigital Modulation
Introduction to some wireless standards Multiple Access Principles (TDMA, CDMA, FDMA, SDMA, OFDMA) Complex envelope representation of signals and systems Stochastic theory review Digital modulation theory : BPSK, DPSK, QPSK, OQPSK, MSK, GMSK, FSK, DQPSK, p/4- DQPSK, FQPSK, p/4-FQPSK, 16PSK, 16QAM, 64QAM, etc., Pulse shaping filter selection, Nonlinear amplification affects (spectral regrowth), Advanced modulation techniques Spread spectrum : Frequency Hoping, Direct Sequence CDMA, RAKE Receiver, uplink and downlink example, PN code coarse and fine time tracking, Receiver block diagram, WCDMA Introduction Orthogonal Frequency Division Multiplexing (OFDM) : Single Carrier and Multiple Carrier Examples, Multipath Mitigation Technique, Frequency Domain Equalization
Day TwoRadio Propagation Characterization
AWGN channel Rayleigh multipath fading Rician multpath fading Delay spread concept (flat vs. frequency selective fading) : Indoor propagation measurements, Outdoor propagation measurements Log Normal Shadowing : Governing Principles, Carrier Frequency Dependency Path Loss : Free Space, Hata, Walfish-Bertoni, etc., Micro cell measurements, Macro cell measurements Man made interference : Adjacent channel interference, Co-channel interference Simulating multipath fading channels : Jakes, LPF-ing, etc.
Signal Detection Methods
BER performance discussion between theory and practice Coherent detection architectures : Open Loop, Closed Loop, etc. Non-coherent detection of p/4-DQPSK, DQPSK & GMSK : Differential Detection, Maximum Likelihood, etc. Implementation issues and design for manufacturability BER Performance Comparison : Various Channel Conditions
Day ThreePerformance Improvement Techniques
Forward Error Correction : Block, Convolutional, Turbo, Reed-Solomon, Concatenated Punctured coding discussion : BER performance discussion Interleaver/de-interleaver Antenna receiver diversity techniques : Switching, Equal Gain, Maximal Ratio, Optimal Combining Symbol timing recovery methods Equalization techniques : Linear, decision feedback, MLSE Equalization coefficient adaptation schemes : LMS, RLS, SMI, etc. Space Time Equalization : ML perspective, Generalized RAKE (G-RAKE) Adaptive Antenna Arrays : MMSE and MSINR based cost functions, Eigen-spectra investigation Antenna transmitter diversity techniques : Space-time block codes, closed loop, MIMO
Day FourDigital Signal Processing
Automatic frequency control Automatic gain control Channel quality estimation techniques Concept of dual detection receivers Power control loops : Uplink and Downlink, Multipath mitigation Transceiver block diagrams : Transmitter issues, Receiver structures Transmit power amplifier linearization Overview
Computer Simulation Techniques
Goals of computer simulations Simulation tools : Complex Envelope domain Estimation Methods : Monte Carlo, Importance Sampling, Tail Extrapolation, Semi-Analytic A Comparison of the simulation methods discussed : Usage guidelines
Subject Areas Covered
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Digital Modulation • Multiple Access • Complex Envelope • Digital Modulation • PSK,MSK, QAM Modulation • Pulse Shaping • Spread Spectrum • Frequency Hopping • Direct sequence spread spectrum • RAKE Receiver • Receiver block diagram • WCDMA IMT 2000 • OFDMA • Propagation • Rayleigh Fading • Propagation • Free Space Propagation • Adjacent Channel Interference • Simplex vs. duplex • BER • Forward Error Correction • Block Codes • Interleaving • Antenna Diversity • Adaptive Antennas • Antenna Diversity • MIMO • Automatic Frequency Control • AGC • Multipath Mitigation • RF Communication system block diagram • Monte Carlo