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Mohammad Jaber Borran, Mahsa Memarzadeh, and Behnaam Aazhang June 29, 2001 Coded Modulation for Orthogonal Transmit Diversity
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Motivation Wireless Communication Environment Noise Multipath Fading MAI Demands Multimedia applications High rate Data communication Reliability
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Challenges Problems Low achievable rates if single transmit and receive antenna systems are used Less reliability due to low SNR and fading Some Possible Solutions Use more bandwidth (limited resource!) Use strong codes (computational complexity!) Use multiple antennas (hardware complexity!)
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Multiple-Antenna Systems Capacity min(n T, n R ) Higher rate Potential spatial diversity More reliability Data Channel Encoder... Channel Decoder Recovered Data [I. E. Telatar]
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Space-Time Coding Slowly fading Spatial diversity and coding gain Fast fading Spatial and temporal diversity, and coding gain Data Space-Time Encoder... Space-Time Code matrix Space Time Space-Time Decoder Recovered Data
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Space-Time Code Design Previous approaches Jointly maximizing spatial and temporal diversity and coding gain No systematic code design method, difficult Suggested approach Decouples the problem into simpler ones Simplifies code design procedure Provides systematic code construction method Performs better than existing codes
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System Model Decouples the problems of maximizing Spatial diversity Temporal diversity and/or coding gain
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[S. Alamouti] OTD Transmitter TX antenna 1 TX antenna 2 RX antenna Alamouti Encoder Orthogonal Transmit Diversity Achieves full diversity (2) Provides full rate (R = 1) No capacity loss Simple ML decoder
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Slowly Fading Channels Upper bound for pairwise error probability No temporal diversity spatial diversity coding gain
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Design Criteria Maximization of coding gain Same as design criterion for single antenna systems in AWGN channels Codes designed for optimum performance in AWGN channels are optimum outer codes (Standard Euclidean distance)
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Simulation Results (1) 4-state TCM outer code optimum for AWGN 0, 2, 4, 6 1, 3, 5, 7 2, 0, 6, 4 3, 1, 7, 5 Better performance with same complexity
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Simulation Results (2) 8-state TCM outer code optimum for AWGN 0, 2, 4, 6 1, 3, 5, 7 2, 0, 6, 4 3, 1, 7, 5 4, 6, 0, 2 5, 7, 1, 3 6, 4, 2, 0 7, 5, 3, 1 Better performance with same complexity
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Fast Fading Channels Upper bound for pairwise error probability spatial diversity coding gain component temporal diversity
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Design Criteria (1) Maximization of Hamming distance Product distance between pairs of consecutive symbols: (c 2k-1, c 2k ), (e 2k-1, e 2k ) Design for an Expanded Constellation
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Constellation Expansion (1) In dimension In size (2D coordinate 1) (2D coordinate 2) (4D point) c2kc2k c 2k-1 C k =(c 2k-1, c 2k )
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Design Criteria (2) Design for expanded constellation based on maximizing Symbol Hamming distance Product of squared distances Same as design criteria for single antenna systems in fast fading channels Expanded constellation C k OTD Transmitter c 2k c 2k-1 [D. Divsalar]
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Simulation Results (1) Comparison with AT&T smart-greedy code Better performance with same complexity R = 1 b/s/Hz 02468101214161820 10 -3 10 -2 10 10 0 SNR per Bit (dB) Frame Error Probability AT&T smart-greedy space-time trellis code Concatenated orthogonal space-time code Slowly fading channel -20246810121416 10 -5 10 -4 10 -3 10 -2 10 10 0 SNR per Bit (dB) Symbol Error Probability Fast fading channel Diversity 4 Diversity 3 AT&T smart-greedy space-time trellis code Concatenated orthogonal space-time code
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Simulation Results (2) Diversity 4 Diversity 2 Comparison of simple OTD with concatenated ST code (Outer code: 4-dimensional MLC)
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OTD systems with n T >2 and n R 1 Achieve maximum diversity order (n T n R ) Not full rate (R < 1) Full rate, full diversity, complex orthogonal designs exist only if n T =2 Generalized OTD
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Slowly Fading Channels Upper bound for pairwise error probability Design criteria Maximization of free Euclidean distance spatial diversity coding gain
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Fast Fading Channels Upper bound for pairwise error probability Design criteria Maximizing Hamming and product distances in expanded constellation Concatenation of RQ points in original signal set C k = (c (k-1)RQ+1, …, c kRQ ) Point in expanded constellation coding gain component temporal diversity
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Simulation Results Slowly fading channelFast fading channel MTCM outer code 8-state TCM outer code optimum for AWGN
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Summary Concatenated orthogonal space-time code Decouples the problems of maximizing spatial diversity, temporal diversity and/or coding gain Simplifies code design procedure and provides a systematic method for code construction Has better performance compared to existing space-time codes
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Contact Information mohammad@rice.edu mahsa@rice.edu aaz@rice.edu http://www.ece.rice.edu/~mohammad
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