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 0.89382 0.89829 0.89659 0.8997 0.89493 0.88623 0.90564 0.87047 1.02059
AUDCHF 0.52255 0.52298 0.52246 0.52435 0.51981 0.5241 0.55622 0.56578 0.74434
AUDJPY 97.01805 97.074 96.73086 97.00559 95.65185 94.34033 93.81727 93.97755 83.31918
AUDNZD 1.09584 1.09499 1.09566 1.09513 1.09032 1.08053 1.0939 1.08443 1.08807
AUDSGD 0.83681 0.84116 0.8393 0.84233 0.83705 0.82893 0.84196 0.86912 1.06657
AUDUSD 0.65164 0.65619 0.6547 0.65797 0.65359 0.64483 0.63111 0.64002 0.74844
CADCHF 0.58458 0.58214 0.58265 0.58275 0.5807 0.59099 0.61517 0.6496 0.7521
CADJPY 108.54103 108.06295 107.88265 107.819 106.87228 106.40238 103.74631 107.54853 81.61208
CHFJPY 185.65365 185.61667 185.1486 185.00687 184.00593 180.00959 168.57319 165.49958 111.97001
CHFSGD 1.6027 1.60846 1.6065 1.60647 1.61019 1.58199 1.51453 1.51643 1.40446
EURAUD 1.78045 1.77826 1.78227 1.77661 1.79136 1.79338 1.72057 1.68629 1.45236
EURCAD 1.59149 1.59735 1.59808 1.5984 1.60317 1.58994 1.55466 1.4687 1.4847
EURCHF 0.93039 0.92998 0.93119 0.93158 0.93116 0.93998 0.95684 0.95507 1.06738
EURCZK 24.6526 24.6656 24.66117 24.68604 24.64361 24.82187 24.98667 24.04538 26.99846
EURGBP 0.86663 0.86761 0.86888 0.86553 0.86162 0.85588 0.83725 0.85801 0.84347
EURHUF 400.50015 400.2345 399.79926 399.77477 399.14455 403.12906 398.31599 381.69956 307.88478
EURJPY 172.73482 172.62577 172.41213 172.35142 171.34038 168.9845 161.3339 157.86119 121.27195
EURMXN 21.8674 21.82155 21.85506 21.78079 21.77635 22.16372 21.86206 18.08348 21.27291
EURNOK 11.90024 11.86417 11.83732 11.84423 11.81347 11.67395 11.45092 11.55353 8.87719
EURNZD 1.95083 1.94713 1.95295 1.94558 1.95308 1.93803 1.88197 1.82843 1.58204
EURPLN 4.26201 4.25416 4.25409 4.26337 4.24154 4.27457 4.1913 4.46358 4.30511
EURSEK 11.28295 11.26615 11.21924 11.17218 11.14148 11.12093 10.99005 11.92872 9.54551
EURSGD 1.49139 1.49588 1.49602 1.49657 1.49947 1.48691 1.44895 1.46491 1.52132
EURTRY 46.70402 46.95393 46.78925 47.0237 46.88623 45.91106 41.2375 28.62443 3.87826
EURUSD 1.16025 1.16689 1.16688 1.16898 1.17088 1.15683 1.08544 1.0795 1.08895
EURZAR 20.79815 20.77107 20.88937 20.94523 20.82691 20.69729 19.71236 20.0864 14.54879
GBPAUD 2.05401 2.0496 2.05113 2.05249 2.07898 2.09517 2.05496 1.93422 1.72515
GBPCAD 1.8363 1.84111 1.83918 1.84665 1.86056 1.85787 1.85747 1.71423 1.76282
GBPCHF 1.07356 1.07187 1.07162 1.07627 1.08065 1.09812 1.14256 1.11267 1.28518
GBPJPY 199.31226 198.97077 198.41638 199.11822 198.8711 197.68093 192.72782 184.60817 143.89129
GBPMXN 25.23227 25.15088 25.15165 25.17064 25.27164 25.89404 26.11273 21.05445 24.91866
GBPNOK 13.7306 13.67365 13.62209 13.68622 13.70922 13.63863 13.67396 13.4469 11.07485
GBPNZD 2.25096 2.24426 2.24738 2.24777 2.26662 2.26401 2.2482 2.13204 1.87861
GBPSEK 13.0191 12.98383 12.9057 12.90694 12.93039 12.99022 13.11263 13.913 12.27928
GBPSGD 1.7201 1.72406 1.72162 1.72908 1.74027 1.73729 1.73059 1.70608 1.74168
GBPTRY 53.88699 54.10809 53.8155 54.31015 54.30323 53.63514 49.30155 33.44263 4.52579
GBPUSD 1.33875 1.34491 1.34294 1.35056 1.35888 1.3514 1.29658 1.25821 1.29195
NOKJPY 14.51177 14.53468 14.54908 14.53586 14.48103 14.47603 14.0762 13.6782 10.44048
NOKSEK 0.94797 0.94906 0.9468 0.94269 0.94191 0.95235 0.9581 1.03233 1.07671
NZDCAD 0.81562 0.82032 0.81824 0.82154 0.82074 0.82012 0.82769 0.8029 0.95459
NZDCHF 0.47685 0.47757 0.47671 0.47878 0.47668 0.48495 0.50856 0.52177 0.72183
NZDJPY 88.53386 88.65006 88.27286 88.57725 87.72166 87.29009 85.75958 86.34778 81.13779
NZDUSD 0.59467 0.59922 0.59753 0.60081 0.5994 0.59677 0.57682 0.58995 0.71721
SEKJPY 15.30449 15.28347 15.32808 15.38907 15.33004 15.17888 14.62419 13.24442 10.95915
SGDJPY 115.81245 115.39484 115.2343 115.149 114.26118 113.77592 111.37493 107.79746 75.96294
USDCAD 1.37172 1.36905 1.36958 1.36742 1.36928 1.37386 1.43251 1.36056 1.36359
USDCHF 0.8017 0.79699 0.79797 0.7969 0.79523 0.81213 0.88106 0.88426 1.00272
USDCNH 7.18513 7.1775 7.17169 7.17305 7.18389 7.17629 7.25089 7.29116 6.8549
USDCZK 21.24796 21.13686 21.13287 21.11236 21.04675 21.45783 23.02603 22.29934 24.68808
USDHUF 345.19033 342.98888 342.56385 341.98961 340.88971 348.70518 367.00973 353.45542 291.02024
USDJPY 148.8856 147.94644 147.74945 147.43718 146.33975 146.18133 148.6131 146.33179 111.31211
USDMXN 18.84751 18.70189 18.72983 18.63269 18.59851 19.15143 20.13765 16.74179 20.17101
USDNOK 10.25659 10.16706 10.14413 10.13183 10.0898 10.08605 10.54499 10.69417 8.39312
USDPLN 3.67273 3.64499 3.64503 3.64662 3.62216 3.69649 3.8621 4.13351 4.06162
USDRUB 78.06947 77.99811 77.99669 77.70097 78.70035 99.70689 90.4982 73.88798 63.24523
USDSEK 9.72476 9.65498 9.61074 9.55718 9.51455 9.61585 10.11362 11.04168 9.03782
USDSGD 1.28538 1.28195 1.28202 1.28026 1.28067 1.28529 1.33443 1.35561 1.40721
USDTHB 32.57099 32.47358 32.44817 32.40264 32.66872 32.73852 33.71267 35.13899 34.56195
USDTRY 40.2197 40.20614 40.10587 40.15686 40.02282 39.62747 37.97007 26.64894 3.64527
USDZAR 17.92596 17.7997 17.89457 17.92054 17.78267 17.89231 18.14297 18.61091 13.15225
XAGAUD 57.91043 58.25318 58.41083 58.3373 55.78966 56.16017 53.29043 37.76659 34.66759
XAGEUR 32.57966 32.73744 32.7751 32.83917 31.12069 31.31501 31.06469 22.38043 22.17091
XAGUSD 37.76318 38.19612 38.24358 38.39686 36.4288 36.25416 33.90847 24.17759 18.259
XAUAUD 5103.54576 5116.00728 5116.16866 5095.18381 5067.92094 5239.28663 4790.84141 2988.09471 2247.32591
XAUEUR 2870.08517 2873.33973 2869.64176 2865.34437 2827.17406 2920.10346 2795.09793 1771.81271 1445.73239
XAUGBP 2484.10284 2491.59395 2493.1913 2481.342 2436.39275 2499.51259 2344.11774 1518.67641 1247.53377
XAUJPY 495534.23954 495997.3239 494638.52029 494248.13393 484936.68799 493912.23818 452798.04226 279658.06854 185993.61058
XAUUSD 3329.2632 3351.22229 3348.24394 3353.29407 3311.10416 3386.60581 3049.89108 1938.34427 1269.63393
XPDUSD 1196.57743 1193.5477 1230.27088 1155.71628 1103.62085 1069.94987 962.48733 1933.22125 2343.2762
XPTUSD 1384.46156 1380.04062 1397.7802 1354.16492 1352.74494 1290.26927 999.43346 969.77665 1196.46515
ZARJPY 8.30153 8.30155 8.24398 8.21789 8.21007 8.16239 8.17554 7.8533 8.30365