Title :
Energy-Efficient Soft-Input Soft-Output Signal Detector for Iterative MIMO Receivers
Author_Institution :
Dept. of Electr. & Inf. Technol., Lund Univ., Lund, Sweden
Abstract :
This paper presents the VLSI design of an energy-efficient, high-throughput soft-input soft-output signal detector for iterative multiple-input multiple-output (MIMO) receiver. The detector is evolved from our previously developed imbalanced fixed complexity sphere decoder and adopts several new algorithm-level techniques to exploit the available a priori information of transmitted bits. More specifically, an adaptive tree-travel control scheme, a reliability-dependent log-likelihood ratio correction method and an iteration-based hybrid node enumeration technique are proposed to provide near-optimal detection performance with much reduced computational complexity. A multi-stage parallel VLSI architecture is developed to implement the proposed algorithm with high detection throughput. Furthermore, the block-level clock gating is deployed to save power when the tree-search space is reduced, while still preserving the constant-throughput feature. As a proof of concept, we designed the iterative detector using a 65-nm CMOS technology and conducted post-layout simulation. The core area is 0.64 mm 2 with 198.2 k gates. Working at 240-MHz clock frequency with 1.0-V voltage supply, the detector achieves a maximum 1.44-Gbps throughput. Under frequency-selective channels, the detector core consumes 98.5-, 127.9-, and 149.5-pJ energy per bit detection in open-loop, 2-iteration, and 4-iteration modes, respectively.
Keywords :
MIMO communication; VLSI; computational complexity; decoding; integrated circuit reliability; iterative methods; radio receivers; search problems; signal detection; trees (mathematics); 2-iteration modes; 4-iteration modes; adaptive tree-travel control scheme; algorithm-level techniques; block-level clock gating; computational complexity; detector core; energy 127.9 pJ; energy 149.5 pJ; energy 98.5 pJ; energy-efficient soft-input soft-output signal detector; frequency 240 MHz; frequency-selective channels; hybrid node enumeration technique; imbalanced fixed complexity sphere decoder; iterative MIMO receivers; multiple-input multiple-output receiver; multistage parallel VLSI architecture; near-optimal detection performance; open-loop modes; post-layout simulation; reliability-dependent log-likelihood ratio correction method; size 65 nm; tree-search space; voltage 1.0 V; Complexity theory; Decoding; Detectors; Iterative decoding; Receivers; Reliability; Vectors; Energy efficient; multiple-input multiple-output (MIMO); signal detector; soft-input soft-output (SISO); very-large scale integration (VLSI);
Journal_Title :
Circuits and Systems I: Regular Papers, IEEE Transactions on
DOI :
10.1109/TCSI.2014.2304657