Title :
Data memory optimization in LTE downlink
Author :
Sharma, Neelam ; Aa, Tom Vander ; Agrawal, Pulin ; Raghavan, Praveen ; Panda, Preeti Ranjan ; Catthoor, Francky
Author_Institution :
Indian Inst. of Technol. Delhi, New Delhi, India
Abstract :
Optimizations related to memory accesses and data storage make a significant difference to the performance and energy of a wide range of data-intensive applications. Such strategies need to evolve with modern SoC and processor architectures, which lead to new optimization opportunities. In this paper, we focus on data memory optimization for LTE downlink receiver as this is a data- and computation-intensive part of the LTE application with tight energy and latency constraints. We study the data dependencies globally and conclude that by providing data samples from the antennas in interleaved form at the FFT input, we can achieve 7-15% reduction in memory access energy over an optimized implementation without any performance overhead.
Keywords :
Long Term Evolution; optimisation; radio receivers; storage allocation; storage management; LTE downlink receiver; data dependencies; data memory optimization; data samples; data storage; memory access energy; Arrays; Channel estimation; Kernel; Layout; Optimization; Payloads; Vectors; Data Layout; LTE; Memory Optimization;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
Conference_Location :
Vancouver, BC
DOI :
10.1109/ICASSP.2013.6638128