From: Tim Wescott on 21 May 2010 13:49 AM wrote: (top posting fixed) > On May 20, 4:14 pm, Tim Wescott <t...(a)seemywebsite.now> wrote: >> AM wrote: >>> -Hello all, >>> Does anyone have some good references on H-inf filter and Kalman >>> filters for a controls person? I am pretty familiar with how these >>> work (and the associated algorithms) in a controls context and I am >>> trying to broaden my horizons with their DSP-sister uses. Thanks for >>> your time. >> I don't see much difference between Kalman filters for use in 'control >> problems' and those for use in 'DSP-sister' uses. There may be certain >> applications that lean one way or another (i.e. for adaptive control >> your Kalman will almost always be time-varying, while if you're doing an >> observer it'll be whatever the plant is, if you're demodulating AM then >> it'll be time varying again, etc.) >> >> But I'm ready to have my horizons broadened. > @hardy and @rune, thanks for the books, i will take a look at them. > > @Tim > > I am probably splitting hairs with the DSP v. controls distinction. My > experience with these methods is entirely from a controls context. So > I figured that learning about them from a different viewpoint would > ensure that i really understand them (as opposed to being able to get > them to work for a controller only). > > -Andrew I only have one book -- "Optimal State Estimation" by Simon. That's if you don't count "Estimation and Detection Theory" by Van Trees, which has you derive the Kalman filter in a few homework problems (!), and a couple of adaptive control books. I don't know how it stacks up against others for completeness, but it's been sufficient for me (and I've been _using_ it to generate revenue for over a year). He has a very down to earth, practical style, without forgetting that Kalman filtering is a mathematical process and the math has to be paid attention to. -- Tim Wescott Control system and signal processing consulting www.wescottdesign.com
From: Peter K. on 22 May 2010 08:53 On 20 May, 14:12, AM <quarkthed...(a)gmail.com> wrote: > -Hello all, > > Does anyone have some good references on H-inf filter and Kalman > filters for a controls person? I am pretty familiar with how these > work (and the associated algorithms) in a controls context and I am > trying to broaden my horizons with their DSP-sister uses. Thanks for > your time. > > AM It's not that far between what the controls guys do and what DSP people do, as Tim says. This is a paper I did many moons ago that uses an extended KF approach to do demodulation of polynomial phase signals: http://espace.library.uq.edu.au/view/UQ:11308 And it's not really H-infinity filtering, but this is some stuff I did even more moons ago that takes some H-infinity ideas and turns them into an FIR filter design/approximation approach: http://espace.library.uq.edu.au/view/UQ:10631 http://espace.library.uq.edu.au/view/UQ:11246 Ciao, Peter K.
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