Kaufman Adaptive Moving Average (KAMA) ตัวบ่งชี้

Developed by Perry J. Kaufman and attempts to improve the performance of moving average indicators.
KAMA is an adaptive noise-filter based moving average indicator designed to filter insignificant “market noise” and volatility aiming to show the market trends more clearly.
The indicator filters out the market fluctuations (noises) by averaging the price values of the periods, over which it is calculated.
In the process, some extra value (weight) is added to the average prices, as it is done during calculations of all weighted indicators. But during the KAMA indicator's calculation, every particular price receives a different weight increment adapted to the current market volatility.
When the market prices are steadily moving in a certain direction, when there is a trend, the indicator becomes more sensitive and adds a heavier weight increment to the price being calculated.
When the price movement is volatile, the indicator becomes less sensitive and adds lighter weight increment to the price.
The speed of the indicator reaction adapts to the level of market volatility. In other words, the indicator performs better when there is a steady trend. It reacts to the trend appearance and changes faster. On the other hand, when the price movement is sideways, volatile, it reacts to the market fluctuations less actively producing less erroneous signals.
When the market volatility (noise) is low,  it follows the price closely and smoothens out the volatility at the time of price fluctuation.
In other words, the KAMA indicator seeks to lessen this tendency to generate fewer false signals by not responding to short-term insignificant price movements.
The indicator can be attached to all time-frame types in all forex symbols charts.

Indicators
1 นาที 5 นาที 15 นาที 30 นาที 1 ชั่วโมง 4 ชั่วโมง 1 วัน 1 สัปดาห์ 1 เดือน
AUDCAD 0.91908 0.91793 0.91607 0.9151 0.91508 0.90755 0.89267 0.90199 0.99176
AUDCHF 0.52253 0.52328 0.52208 0.52305 0.52392 0.51656 0.52096 0.56814 0.76308
AUDJPY 101.58105 101.46017 101.1732 100.61401 99.49984 98.62593 96.22654 95.37344 87.50032
AUDNZD 1.15817 1.15929 1.15516 1.1556 1.1542 1.13038 1.09352 1.07234 1.06523
AUDSGD 0.85439 0.85281 0.85177 0.84914 0.84502 0.84336 0.83586 0.89815 1.0831
AUDUSD 0.65685 0.65532 0.65349 0.65227 0.64829 0.65004 0.65274 0.67532 0.79466
CADCHF 0.56844 0.57005 0.56988 0.57151 0.57252 0.56925 0.58354 0.63561 0.77324
CADJPY 110.52326 110.52873 110.44296 109.9438 108.73765 108.4947 107.79259 105.90731 88.27772
CHFJPY 194.40943 193.87693 193.78523 192.34982 189.9171 190.88441 184.6974 163.34694 114.75075
CHFSGD 1.63513 1.62966 1.6316 1.62342 1.61284 1.63002 1.60438 1.56645 1.41302
EURAUD 1.76837 1.76826 1.77151 1.77419 1.77986 1.78892 1.79156 1.60122 1.49772
EURCAD 1.62534 1.6232 1.62274 1.62363 1.62857 1.62309 1.59931 1.4614 1.48561
EURCHF 0.92404 0.92537 0.92486 0.92805 0.93251 0.92372 0.93337 0.92957 1.14257
EURCZK 24.20731 24.23489 24.24161 24.27326 24.34269 24.29294 24.62166 24.63387 26.06807
EURGBP 0.88298 0.88308 0.88133 0.8805 0.88083 0.8685 0.86693 0.85823 0.92018
EURHUF 383.79299 384.49803 385.4764 385.3218 386.04151 388.68105 398.87183 382.52377 308.69177
EURJPY 179.64675 179.41682 179.22472 178.51472 177.09974 176.39725 172.3852 155.68603 131.15185
EURMXN 21.20812 21.20983 21.18057 21.26776 21.39482 21.40302 21.83111 18.71446 20.71007
EURNOK 11.67226 11.68191 11.64697 11.67529 11.78025 11.63342 11.88159 11.22581 9.51963
EURNZD 2.048 2.04997 2.04634 2.05032 2.05425 2.02353 1.95912 1.7464 1.65108
EURPLN 4.22838 4.23255 4.22878 4.22942 4.24728 4.23209 4.24307 4.34148 4.22563
EURSEK 10.92818 10.95213 10.92598 10.97813 11.04489 10.92147 11.19129 11.03513 9.62185
EURSGD 1.51094 1.50812 1.50901 1.50661 1.50402 1.50639 1.49753 1.45752 1.61472
EURTRY 49.18094 49.04501 48.93327 48.90275 48.75904 48.79434 47.26187 32.42664 4.00323
EURUSD 1.16159 1.15887 1.1578 1.15736 1.15383 1.1607 1.16939 1.10351 1.19079
EURZAR 19.71719 19.77736 19.84095 19.86203 19.99856 20.21369 20.58667 20.18538 15.4796
GBPAUD 2.00273 2.00235 2.01001 2.01501 2.02044 2.05645 2.06648 1.85848 1.63072
GBPCAD 1.8407 1.83804 1.84124 1.84398 1.8488 1.86743 1.84463 1.67151 1.61444
GBPCHF 1.04644 1.04786 1.04928 1.05393 1.05851 1.06291 1.07663 1.07285 1.24174
GBPJPY 203.46347 203.16143 203.36889 202.7393 201.04994 202.91418 198.85102 179.53691 142.5307
GBPMXN 24.01593 24.01493 24.0328 24.15396 24.28758 24.62822 25.18005 21.58356 23.58927
GBPNOK 13.21786 13.22542 13.21482 13.25818 13.37258 13.38514 13.70418 12.94744 10.03818
GBPNZD 2.31934 2.32135 2.32185 2.32864 2.33189 2.32727 2.25978 2.01476 1.79869
GBPSEK 12.37503 12.40028 12.39692 12.4662 12.53675 12.56083 12.90663 12.81501 12.27928
GBPSGD 1.71107 1.70771 1.71214 1.71104 1.70733 1.73273 1.72718 1.67906 1.79011
GBPTRY 55.6783 55.52395 55.46873 55.50349 55.34143 56.11202 54.50377 37.41516 4.5746
GBPUSD 1.31557 1.31227 1.3137 1.31435 1.30982 1.33509 1.34869 1.27305 1.29411
NOKJPY 15.37691 15.33801 15.37314 15.2751 15.01811 15.13872 14.4851 13.82342 10.44048
NOKSEK 0.9357 0.93693 0.93753 0.93973 0.93701 0.93808 0.94104 0.97656 1.00913
NZDCAD 0.79358 0.79175 0.79288 0.79183 0.7928 0.80229 0.81625 0.83661 0.95053
NZDCHF 0.45113 0.45137 0.45189 0.45256 0.45392 0.45662 0.47639 0.53157 0.70207
NZDJPY 87.70818 87.50809 87.57006 87.06111 86.20773 87.17471 87.9928 89.00614 82.32739
NZDUSD 0.56719 0.56525 0.56571 0.56445 0.56161 0.5736 0.59678 0.63073 0.73264
SEKJPY 16.4026 16.34203 16.36577 16.22066 15.9965 16.107 15.36329 13.95349 10.95915
SGDJPY 118.88716 118.95466 118.76473 118.47497 117.74232 117.09364 115.11001 102.9941 75.96294
USDCAD 1.39948 1.4009 1.40175 1.40299 1.41163 1.399 1.36773 1.31017 1.24758
USDCHF 0.79552 0.79853 0.79883 0.80186 0.80818 0.79614 0.79818 0.84265 0.9673
USDCNH 7.09884 7.1033 7.1191 7.12166 7.12625 7.12628 7.17083 7.07909 6.77869
USDCZK 20.83561 20.91042 20.93657 20.97184 21.096 20.92548 21.05076 22.32843 21.9246
USDHUF 330.38735 331.71829 332.93619 332.9164 334.57528 335.08161 341.08498 346.80726 270.28855
USDJPY 154.65302 154.82225 154.8073 154.24614 153.49221 151.79395 147.41352 141.19504 110.13782
USDMXN 18.2569 18.30208 18.29467 18.37679 18.54373 18.42155 18.66936 16.95648 18.12936
USDNOK 10.04838 10.07966 10.06012 10.08787 10.20941 10.02343 10.16003 10.01665 8.34243
USDPLN 3.64006 3.65178 3.65175 3.65365 3.68052 3.64565 3.62774 3.93316 3.70227
USDRUB - - - 81.49804 81.34548 81.17564 102.49677 81.81447 58.07164
USDSEK 9.40738 9.45058 9.43727 9.48549 9.57265 9.39803 9.56881 10.02328 8.42329
USDSGD 1.30075 1.30141 1.30341 1.30179 1.30356 1.29743 1.28062 1.31949 1.37675
USDTHB 32.31858 32.3246 32.46185 32.38558 32.34459 32.80624 32.22059 33.72693 33.19258
USDTRY 42.24383 42.23884 42.23403 42.22242 42.1963 41.95328 40.38762 29.37526 3.52111
USDZAR 16.9743 17.06571 17.13845 17.16161 17.33265 17.41653 17.60837 17.96383 13.05599
XAGAUD 81.93014 82.49801 79.24012 78.02622 74.73485 74.23978 59.68518 34.90326 34.66759
XAGEUR 46.33887 46.65102 44.73299 43.99392 41.98162 41.4904 33.30791 21.56571 22.17091
XAGUSD 53.5502 54.0621 51.75602 50.87806 48.4215 48.16005 38.94933 23.79262 16.63618
XAUAUD 6436.7784 6422.97562 6318.70484 6353.03332 6165.75686 6300.8882 5201.27404 3022.56072 2247.32591
XAUEUR 3641.19817 3632.37734 3567.43688 3582.5797 3463.90821 3522.12182 2903.46302 1867.58855 1445.73239
XAUGBP 3215.1303 3207.7856 3144.49097 3155.1748 3045.34479 3061.95785 2516.86155 1618.296 1247.53377
XAUJPY 653964.78705 651668.22213 639164.99356 639322.9832 612605.54436 621272.52593 500569.02242 291324.1954 185993.61058
XAUUSD 4226.26823 4209.50472 4127.39055 4143.01532 3995.2075 4036.5632 3395.81907 2061.42447 1319.06996
XPDUSD 1482.02628 1482.1562 1437.7922 1441.0853 1391.26107 1456.22446 1264.78393 2309.18587 2343.2762
XPTUSD 1616.24232 1618.53631 1584.65225 1599.05717 1549.858 1590.94852 1447.02797 936.37432 1196.46515
ZARJPY 9.10195 9.062 9.023 8.97899 8.84694 8.71191 8.35892 7.69363 8.46891