DocumentCode :
233900
Title :
A Hardware Intensive Approach for Efficient Implementation of Numerical Integration for FPGA Platforms
Author :
Khurshid, Beenish ; Mir, R.N.
Author_Institution :
Dept. of Comput. Sci. & Eng., Nat. Inst. of Technol., Srinagar, India
fYear :
2014
fDate :
5-9 Jan. 2014
Firstpage :
312
Lastpage :
317
Abstract :
Numerical techniques have long been used to compute an approximate solution of a definite integral. The traditional approaches have mostly been software oriented. However, with the current trend moving back towards hardware intensive processing, it is desirable to develop a hardware oriented solution that assesses the performance in terms of some realistic parameters such as speed, power and area. This paper aims to exploit the one-to-one correspondence that exists between the Integration algorithms and the general FIR filters. Based on this correspondence a structure is developed that implements the Integration algorithm. However, typically such implementations have large critical path delays that put a limit on the resulting sampling/throughput rates. The paper addresses this problem by exploiting concurrency at various levels within the algorithm. Pipelined and parallel structures are developed and their effects on speed and power metrics are studied separately. It is shown that by these architectural modifications the data paths within the structure can be modified and the structure can be operated at higher throughput rates and/or with lower power consumption. Because of their ability to provide a high level of hardware programmability, FPGAs have been used as the implementation platform.
Keywords :
FIR filters; field programmable gate arrays; pipeline processing; FIR filters; FPGA platforms; critical path delays; hardware intensive approach; numerical integration; parallel structures; pipelined structures; power consumption; Clocks; Equations; Finite impulse response filters; Hardware; Periodic structures; Power dissipation; Throughput; Data broadcast structure; FIR structure; Fine grain pipelining; Trapezoidal rule;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
VLSI Design and 2014 13th International Conference on Embedded Systems, 2014 27th International Conference on
Conference_Location :
Mumbai
ISSN :
1063-9667
Type :
conf
DOI :
10.1109/VLSID.2014.60
Filename :
6733149
Link To Document :
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