Approximations and bounds for discrete-time nonlinear filtering

1982 ◽  
pp. 191-202 ◽  
Author(s):  
Giovanni B. Di Masi ◽  
Wolfgang J. Runggaldier
Keyword(s):  
Discrete Time ◽  
Nonlinear Filtering

Development of Nonlinear Filtering Algorithms of Digital Half-Tone Images

2013 ◽  
pp. 278-304 ◽  
Author(s):  
E. P. Petrov ◽  
I. S. Trubin ◽  
E. V. Medvedeva ◽  
S. M. Smolskiy
Keyword(s):  
Discrete Time ◽  
Gaussian Noise ◽  
Nonlinear Filtering ◽  
Noise Immunity ◽  
Digital Communication ◽  
Additive White Gaussian Noise ◽  
Markovian Process ◽  
Radio Receiver ◽  
Filtering Algorithm ◽  
Communication Links

This chapter is devoted to solving the problem of algorithms and structures investigations for Radio Receiver Devices (RRD) with the aim of the nonlinear filtering of Digital Half-Tone Images (DHTI) representing the discrete-time and discrete-value random Markovian process with a number of states greater than two. At that, it is assumed that each value of the DHTI element is represented by the binary g-bit number, whose bits are transmitted via digital communication links in the presence of Additive White Gaussian Noise (AWGN). The authors present the qualitative analysis of the optimal DHTI filtering algorithm. The noise immunity of the optimal radio receiver device for the DHTI filtering with varying quantization and dimension levels is investigated.

H/sub ∞/ nonlinear filtering of discrete-time processes

1995 ◽  
Vol 43 (9) ◽  
pp. 2205-2209 ◽  
Author(s):  
U. Shaked ◽  
N. Berman
Keyword(s):  
Discrete Time ◽  
Nonlinear Filtering

scholarly journals Posterior Cramer-Rao bounds for discrete-time nonlinear filtering

1998 ◽  
Vol 46 (5) ◽  
pp. 1386-1396 ◽  
Author(s):  
P. Tichavsky ◽  
C.H. Muravchik ◽  
A. Nehorai
Keyword(s):  
Discrete Time ◽  
Nonlinear Filtering

Discrete-Time Nonlinear Filtering Algorithms Using Gauss–Hermite Quadrature

2007 ◽  
Vol 95 (5) ◽  
pp. 953-977 ◽  
Author(s):  
Ienkaran Arasaratnam ◽  
Simon Haykin ◽  
Robert J. Elliott
Keyword(s):  
Discrete Time ◽  
Nonlinear Filtering ◽  
Filtering Algorithms ◽  
Gauss Hermite Quadrature
Sign in / Sign up

Export Citation Format

Share Document