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Hankel singular value

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The square of the Hilbert-Schmidt norm of the Hankel operator associated with a linear system is the sum of squares of the Hankel singular values of this system. Moreover, the area enclosed by the oriented
29: 271: 32:, in which high energy states are retained while low energy states are discarded. The reduced model retains the important features of the original model. 107:
and strictly proper linear system is equal π times the square of the Hilbert-Schmidt norm of the Hankel operator associated with this system.
291: 146: 147:"The area enclosed by the (oriented) Nyquist diagram and the Hilbert-Schmidt-Hankel norm of a linear system" 195: 318: 68: 79: 8: 297: 301: 287: 215: 176: 279: 250: 207: 166: 158: 100: 28:, provide a measure of energy for each state in a system. They are the basis for 196:"The design of high dynamic range continuous-time integratable bandpass filters" 125: 104: 25: 17: 312: 254: 219: 180: 120: 283: 110:
Hankel singular values also provide the optimal range of analog filters.
50: 171: 211: 162: 239:"Necessary and sufficient conditions for balancing unstable systems" 238: 35:
Hankel singular values are calculated as the square roots, {σ
310: 236: 276:Approximation of Large-Scale Dynamical Systems 193: 200:IEEE Transactions on Circuits and Systems 170: 270: 311: 243:IEEE Transactions on Automatic Control 151:IEEE Transactions on Automatic Control 144: 13: 264: 237:Kenney, C.; Hewer, G. (Feb 1987). 14: 330: 187: 138: 1: 230: 92: 7: 114: 10: 335: 67:}, for the product of the 255:10.1109/TAC.1987.1104553 131: 30:balanced model reduction 284:10.1137/1.9780898718713 272:Antoulas, Athanasios C. 194:Groenewold, G. (1991). 69:controllability Gramian 22:Hankel singular values 80:observability Gramian 59: ≥ 0,  41: ≥ 0,  145:Hanzon, B. (1992). 293:978-0-89871-529-3 63: = 1,…, 45: = 1,…, 326: 305: 258: 224: 223: 212:10.1109/31.85626 191: 185: 184: 174: 163:10.1109/9.256345 142: 334: 333: 329: 328: 327: 325: 324: 323: 309: 308: 294: 267: 265:Further reading 233: 228: 227: 192: 188: 143: 139: 134: 117: 101:Nyquist diagram 95: 87: 76: 58: 40: 12: 11: 5: 332: 322: 321: 319:Control theory 307: 306: 292: 266: 263: 262: 261: 259: 232: 229: 226: 225: 206:(8): 838–852. 186: 157:(6): 835–839. 136: 135: 133: 130: 129: 128: 126:Hermann Hankel 123: 116: 113: 112: 111: 108: 94: 91: 85: 74: 54: 36: 26:Hermann Hankel 24:, named after 18:control theory 9: 6: 4: 3: 2: 331: 320: 317: 316: 314: 303: 299: 295: 289: 285: 281: 277: 273: 269: 268: 260: 256: 252: 248: 244: 240: 235: 234: 221: 217: 213: 209: 205: 201: 197: 190: 182: 178: 173: 168: 164: 160: 156: 152: 148: 141: 137: 127: 124: 122: 121:Hankel matrix 119: 118: 109: 106: 102: 97: 96: 90: 88: 81: 77: 70: 66: 62: 57: 52: 48: 44: 39: 33: 31: 27: 23: 19: 275: 246: 242: 203: 199: 189: 154: 150: 140: 83: 72: 64: 60: 55: 46: 42: 37: 34: 21: 15: 105:BIBO stable 51:eigenvalues 249:(2): 157. 231:References 172:1871/12152 93:Properties 78:, and the 49:}, of the 302:117896525 220:0098-4094 181:0018-9286 313:Category 278:. SIAM. 274:(2005). 115:See also 300:  290:  218:  179:  103:of an 298:S2CID 132:Notes 288:ISBN 216:ISSN 177:ISSN 53:, {λ 280:doi 251:doi 208:doi 167:hdl 159:doi 16:In 315:: 296:. 286:. 247:32 245:. 241:. 214:. 204:38 202:. 198:. 175:. 165:. 155:37 153:. 149:. 89:. 82:, 71:, 20:, 304:. 282:: 257:. 253:: 222:. 210:: 183:. 169:: 161:: 86:O 84:W 75:C 73:W 65:n 61:i 56:i 47:n 43:i 38:i

Index

control theory
Hermann Hankel
balanced model reduction
eigenvalues
controllability Gramian
observability Gramian
Nyquist diagram
BIBO stable
Hankel matrix
Hermann Hankel
"The area enclosed by the (oriented) Nyquist diagram and the Hilbert-Schmidt-Hankel norm of a linear system"
doi
10.1109/9.256345
hdl
1871/12152
ISSN
0018-9286
"The design of high dynamic range continuous-time integratable bandpass filters"
doi
10.1109/31.85626
ISSN
0098-4094
"Necessary and sufficient conditions for balancing unstable systems"
doi
10.1109/TAC.1987.1104553
Antoulas, Athanasios C.
doi
10.1137/1.9780898718713
ISBN
978-0-89871-529-3

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