1
2
3
4function [y, mcWall] = mclms(z, b, mu, order, beta, zPrev, mcWinit, ...
5 mcWForce, mcAdapt, K)
6
7
8narginchk(10, 10);
9if ~isreal(z) || length(size(z)) ~= 2 || ~all(all(isfinite(z)))
10 error('z must be a real matrix');
11elseif ~isvector(b) || ~isreal(b) || ~all(isfinite(b))
12 error('b must be a real vector');
13elseif isempty(mu) || ~isscalar(mu) || ~isreal(mu) || ~isfinite(mu)
14 error('mu must be a real scalar');
15elseif isempty(order) || ~isscalar(order) || ~isreal(order) || ...
16 ~isfinite(order) || order < 0 || ...
17 abs(mod(order,floor(order))) > 0
18 error('order must be a positive integer');
19elseif isempty(beta) || ~isscalar(beta) || ~isreal(beta) || ...
20 ~isfinite(beta) || beta < 0 || beta > 1
21 error('beta must be a real scalar in [0,1]');
22elseif length(size(zPrev)) ~= 2 || ~isreal(zPrev) || ...
23 ~all(all(isfinite(zPrev)))
24 error('zPrev must be a real matrix');
25elseif ~isempty(mcWinit) && ...
26 (length(size(mcWinit)) ~= 2 || ~isreal(mcWinit) || ...
27 ~all(all(isfinite(mcWinit))))
28 error('mcWinit must be a real matrix');
29elseif ~isempty(mcWForce) && ...
30 (~isreal(mcWForce) || length(size(mcWForce)) ~= 3 || ...
31 size(mcWForce,1) ~= order || ...
32 size(mcWForce,2) ~= size(z,2) || ...
33 ~all(all(all(isfinite(mcWForce)))))
34 error('mcWForce must be a real cubic matrix');
35elseif ~isempty(mcAdapt) && ...
36 (~isreal(mcAdapt) || ~all(all(isfinite(mcAdapt))))
37 error('mcAdapt must be a real matrix');
38elseif ~isempty(K) && ...
39 (~isscalar(K) || ~isreal(K) || ~isfinite(K) || K < 0)
40 error('K must be a real positive scalar');
41end
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75if isempty(zPrev), zPrev = zeros(order, size(z,2)); end
76mcWall = zeros(order, size(z,2), length(b));
77
78
79y = zeros(size(b));
80if ~isempty(mcWinit)
81w = mcWinit; else w = zeros(order, size(z,2));
82end
83
84
85
86for n = 1:length(b)
87
88[zWin,y,w1]=targmc(zPrev,z,b,n,order,w,y);
89
90[w]=optwmc(zWin,n,w1,mcAdapt,mu,order,beta,z,mcWForce);
91
92[w]=NCAF(K,w,order,n,mcAdapt);
93
94mcWall(:,:,n) = w;
95end