2004 · 29 citations · 5 references
Adaptive FilterEngineeringNovel High PerformanceHardware AlgorithmMulti-rate Signal ProcessingComputer EngineeringComputer ArchitectureMatched Auxiliary LutDigital FilterComputer ScienceDigital Circuit DesignParallel ComputingFpga DesignSignal ProcessingMultiplier-free Architecture
In this paper, an FIR adaptive filter implementation, using a multiplier-free architecture, is presented. The implementation is based on distributed arithmetic (DA) which substitutes multiply-and-accumulate operations with a series of look-up-table (LUT) accesses. This can be achieved at the cost of a moderate increase in memory usage. The proposed design performs an LMS-type adaptation on a sample-by-sample basis. This is accomplished by an innovative LUT update using a matched auxiliary LUT. The system is implemented on an FPGA that enables rapid prototyping of digital circuits. Implementation results are provided to demonstrate that a high-speed, low logic complexity LMS adaptive filter can be realized employing the proposed architecture.
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Steven C. Rogers · Control Engineering Practice · 1996 · 9.3K citations
Adaptive Filter, Adaptive Filter Theory, Filtering Technique +2