High-Throughput Soft-Output MIMO Detector Based on Path-Preserving Trellis-Search Algorithm

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Item Metadata Sun, Yang
Cavallaro, Joseph R. 2012-06-22T20:48:29Z 2012-06-22T20:48:29Z 2012-07-01
dc.description.abstract In this paper, we propose a novel path-preserving trellis-search (PPTS) algorithm and its high-speed VLSI architecture for soft-output multiple-input-multiple-output (MIMO) detection. We represent the search space of the MIMO signal with an unconstrained trellis, where each node in stage of the trellis maps to a possible complex-valued symbol transmitted by antenna. Based on the trellis model, we convert the soft-output MIMO detection problem into a multiple shortest paths problem subject to the constraint that every trellis node must be covered in this set of paths. The PPTS detector is guaranteed to have soft information for every possible symbol transmitted on every antenna so that the log-likelihood ratio (LLR) for each transmitted data bit can be more accurately formed. Simulation results show that the PPTS algorithm can achieve near-optimal error performance with a low search complexity. The PPTS algorithm is a hardware-friendly data-parallel algorithm because the search operations are evenly distributed among multiple trellis nodes for parallel processing. As a case study, we have designed and synthesized a fully-parallel systolic-array detector and two folded detectors for a 4x4 16-QAM system using a 1.08 V TSMC 65-nm CMOS technology.With a 1.18 mm2 core area, the folded detector can achieve a throughput of 2.1 Gbps.With a 3.19 mm2 core area, the fully-parallel systolic-array detector can achieve a throughput of 6.4 Gbps.
dc.language.iso eng
dc.publisher IEEE
dc.subject Application-specific integrated circuit (ASIC)
Multiple-input-multiple-output (MIMO) detection
Shortest path algorithm
Soft output MIMO detector
VLSI architecture
dc.title High-Throughput Soft-Output MIMO Detector Based on Path-Preserving Trellis-Search Algorithm
dc.type Journal article
dc.citation.journalTitle IEEE Transactions on VLSI Systems Center for Multimedia Communication
dc.citation.volumeNumber 20
dc.citation.pageNumber 1235-1247
dc.citation.issueNumber 7
dc.type.dcmi Text
dc.identifier.citation Y. Sun and J. R. Cavallaro, "High-Throughput Soft-Output MIMO Detector Based on Path-Preserving Trellis-Search Algorithm," IEEE Transactions on VLSI Systems, vol. 20, no. 7, pp. 1235-1247, 2012.

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  • ECE Publications [1048 items]
    Publications by Rice University Electrical and Computer Engineering faculty and graduate students
  • CMC Publications [275 items]
    Publications by Rice Faculty and graduate students in multimedia communications