Title :
VLSI implementation of a hardware-optimized lattice reduction algorithm for WiMAX/LTE MIMO detection
Author :
Youssef, Ameer ; Shabany, Mahdi ; Gulak, P. Glenn
Author_Institution :
Edward S. Rogers Sr. Dept. of Electr. & Comput. Eng., Univ. of Toronto, Toronto, ON, Canada
fDate :
May 30 2010-June 2 2010
Abstract :
This paper presents the first ASIC implementation of an LR algorithm which achieves ML diversity. The VLSI implementation is based on a novel hardware-optimized LLL algorithm that has 70% lower complexity than the traditional complex LLL algorithm. This reduction is achieved by replacing all the computationally intensive CLLL operations (multiplication, division and square root) with low-complexity additions and comparisons. The VLSI implementation uses a pipelined architecture that produces an LR-reduced matrix every 40 cycles, which is a 60% reduction compared to current implementations. The proposed design was synthesized in both 130μm and 65nm CMOS resulting in clock speeds of 332MHz and 833MHz, respectively. The 65nm result is a 4× improvement over the fastest LR implementation to date. The proposed LR implementation is able to sustain a throughput of 2Gbps, thus achieving the high data rates required by future standards such as IEEE 802.16m (WiMAX) and LTE-Advanced.
Keywords :
MIMO communication; VLSI; WiMax; application specific integrated circuits; pipeline processing; ASIC implementation; CLLL operations; IEEE 802.16m; LR algorithm; LR-reduced matrix; ML diversity; VLSI implementation; WiMAX-LTE MIMO detection; hardware optimized LLL algorithm; hardware optimized lattice reduction algorithm; pipelined architecture; size 130 mum; size 65 mum; Application specific integrated circuits; Baseband; Clocks; Detectors; Lattices; MIMO; Strontium; Transmitters; Very large scale integration; WiMAX;
Conference_Titel :
Circuits and Systems (ISCAS), Proceedings of 2010 IEEE International Symposium on
Conference_Location :
Paris
Print_ISBN :
978-1-4244-5308-5
Electronic_ISBN :
978-1-4244-5309-2
DOI :
10.1109/ISCAS.2010.5537810