LMS Algorithm from openCourse
2016-08-23
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This paper provides details of our electrical engineering program efforts to introduce
software/hardware design concepts and tools in senior-level and senior-design courses. The
paper provides details of laboratory exercises and a senior project to implement adaptive filters
using variations of the least mean square (LMS) and the recursive least squares (RLS) algorithms
and the use of adaptive filters designed using these algorithms in the design of adaptive noise
cancellation system. The paper also details the implementation of the adaptive noise cancellation
system on an FPGA board. The paper will also detail the challenges involved
software/hardware design concepts and tools in senior-level and senior-design courses. The
paper provides details of laboratory exercises and a senior project to implement adaptive filters
using variations of the least mean square (LMS) and the recursive least squares (RLS) algorithms
and the use of adaptive filters designed using these algorithms in the design of adaptive noise
cancellation system. The paper also details the implementation of the adaptive noise cancellation
system on an FPGA board. The paper will also detail the challenges involved
vhdl
算法
lms
opencourse
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