Title :
Efficient VLSI architectures for baseband signal processing in wireless base-station receivers
Author :
Rajagopal, Sridhar ; Bhashyam, Srikrishna ; Cavallaro, Joseph R. ; Aazhang, Behnaam
Author_Institution :
Dept. of Electr. & Comput. Eng., Rice Univ., Houston, TX, USA
Abstract :
A real-time VLSI architecture is designed for multiuser channel estimation, one of the core baseband processing operations in wireless base-station receivers. Future wireless base-station receivers will need to use sophisticated algorithms to support extremely high data rates and multimedia. Current DSP architectures are unable to fully exploit the parallelism and bit level arithmetic present in these algorithms. These features can be revealed and efficiently implemented by task partitioning the algorithms for a VLSI solution. We modify the channel estimation algorithm for a reduced complexity fixed-point hardware implementation. We show the complexity and hardware required for three different area-time tradeoffs: an area-constrained, a time-constrained and an area-time efficient architecture. The area-constrained architecture achieves low data rates with minimum hardware, which may be used in pico-cell base-stations. The time-constrained solution exploits the entire available parallelism and determines the maximum theoretical data rates. The area-time efficient architecture meets real-time requirements with minimum area overhead. The orders-of-magnitude difference between area and time constrained solutions reveals significant inherent parallelism in the algorithm. All proposed VLSI solutions exhibit better time performance than a previous DSP implementation
Keywords :
VLSI; application specific integrated circuits; cellular radio; digital signal processing chips; fixed point arithmetic; maximum likelihood estimation; multiuser channels; parallel architectures; radio receivers; real-time systems; signal detection; telecommunication computing; DSP architecture; area-constrained architecture; area-time efficient architecture; area-time tradeoffs; baseband signal processing; bit level arithmetic; channel estimation algorithm; fixed-point hardware implementation; minimum area overhead; multiuser channel estimation; multiuser detection; pico-cell base-stations; real-time VLSI architectures; real-time requirements; reduced complexity hardware implementation; task partitioning; time-constrained architecture; wireless base-station receivers; Arithmetic; Baseband; Channel estimation; Digital signal processing; Hardware; Multiuser channels; Partitioning algorithms; Signal processing; Signal processing algorithms; Very large scale integration;
Conference_Titel :
Application-Specific Systems, Architectures, and Processors, 2000. Proceedings. IEEE International Conference on
Conference_Location :
Boston, MA
Print_ISBN :
0-7695-0716-6
DOI :
10.1109/ASAP.2000.862388