A simple nonlinear filter construction and performance evaluation method is described and illustrated on several examples by comparing it to more complex nonlinear filter schemes. In the new method, the filter gain is a precomputed, deterministic quantity (possibly a constant) and, the filter’s performance is (approximately) described by deterministic differential equations which can be solved off-line.
Analytical methods for performance evaluation of nonlinear filters
