EE359 – Lecture 11 Outline Announcements Introduction to Diversity

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Presentation transcript:

EE359 – Lecture 11 Outline Announcements Introduction to Diversity Midterm announcements OHs today moved to Tuesday 2-3. Introduction to Diversity Combining Techniques Performance of Diversity in Fading MGF Approach to Performance Analysis Transmit Diversity

Midterm Announcements Exam is November 7, 11am-1pm in this room. Open book/notes (bring reader/calculators) Covers Chapters 1-7 Review Session Thursday (tentative) Extra Ohs this week. Midterms from ’01, ’02, ’03 on web 10 bonus points for “taking” a practice exam Note: These exams don’t necessarily cover Chps. 1-7. Remote SCPD students: make arrangements today

Review of Last Lecture Average Ps in fast fading: Averaged over fast fading distribution Good metric when Tc~Ts Combined outage and average Ps Used for combined fast and slow fading: average over fast fading, outage relative to slow fading Irreducible error floor due to Doppler Differential modulation has noisy phase reference due to phase decorrelation: doesn’t impact high speed systems. Irreducible error floor due to ISI Self-interference due to delay spread Without compensation, severely limits data rates.

Introduction to Diversity Basic Idea Send same bits over independent fading paths Independent fading paths obtained by time, space, frequency, or polarization diversity Combine paths to mitigate fading effects Tb t Multiple paths unlikely to fade simultaneously

Combining Techniques Selection Combining Maximal Ratio Combining Fading path with highest gain used Maximal Ratio Combining All paths cophased and summed with optimal weighting to maximize combiner output SNR Equal Gain Combining All paths cophased and summed with equal weighting Array/Diversity gain Array gain is from noise averaging (AWGN and fading) Diversity gain is change in BER slope (fading)

Diversity Performance Selection Combining (SC) Combiner SNR is the maximum of the branch SNRs. CDF easy to obtain, pdf found by differentiating. Diminishing returns with number of antennas. Can get up to about 20 dB of gain. Maximal Ratio Combining (MRC) Optimal technique (maximizes output SNR) Combiner SNR is the sum of the branch SNRs. Distribution of SNR hard to obtain. Can use MGF approach for simplified analysis. Exhibits 10-40 dB gains in Rayleigh fading.

MRC and its Performance With MRC, gS=gi for branch SNRs gi Optimal technique to maximize output SNR Yields 20-40 dB performance gains Distribution of gS hard to obtain Standard average BER calculation Hard to obtain in closed form Integral often diverges MGF Approach

EGC and Transmit Diversity EGQ simpler than MRC Harder to analyze Transmit diversity With channel knowledge, similar to receiver diversity, same array/diversity gain Without channel knowledge, can obtain diversity gain through Alamouti scheme: works over 2 consecutive symbols

Main Points Diversity overcomes the effects of fading by combining fading paths Diversity typically entails some penalty in terms of rate, bandwidth, complexity, or size. Techniques trade complexity for performance. MRC yields 20-40 dB gain, SC around 20 dB. Performance analysis of MRC greatly simplified using MGF approach

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