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 0.91563 0.91625 0.91818 0.91805 0.92175 0.89569 0.89012 0.88983 0.99619
AUDCHF 0.52467 0.52491 0.52542 0.5292 0.53027 0.52178 0.53164 0.58467 0.736
AUDJPY 97.67775 97.7699 97.82787 98.1001 98.12946 95.78556 92.44944 97.03413 86.30646
AUDNZD 1.12119 1.11556 1.11686 1.11802 1.11489 1.11068 1.08135 1.08588 1.04864
AUDSGD 0.84973 0.85026 0.85218 0.85292 0.85352 0.83381 0.83205 0.88296 1.02782
AUDUSD 0.66491 0.66544 0.66764 0.66674 0.66575 0.64684 0.64803 0.65069 0.76812
CADCHF 0.57296 0.57281 0.57216 0.57639 0.57525 0.58243 0.59724 0.65698 0.71789
CADJPY 106.67489 106.70329 106.54142 106.86082 106.45993 106.93729 103.84235 109.19717 86.56274
CHFJPY 186.16177 186.25071 186.1868 185.37249 185.07222 183.59289 173.80681 165.82723 117.18666
CHFSGD 1.61957 1.61966 1.6218 1.61167 1.60958 1.59788 1.56476 1.48288 1.42322
EURAUD 1.77767 1.77548 1.77522 1.76631 1.76129 1.79167 1.7574 1.64699 1.48638
EURCAD 1.62763 1.62678 1.63 1.62152 1.62352 1.60485 1.56423 1.46618 1.48016
EURCHF 0.9327 0.93193 0.93276 0.93472 0.93397 0.93483 0.93436 0.96585 1.08784
EURCZK 24.31669 24.30259 24.30906 24.30484 24.35199 24.53664 24.87303 24.41616 26.36731
EURGBP 0.86739 0.86705 0.86872 0.86498 0.86487 0.86264 0.83958 0.86803 0.87585
EURHUF 389.99503 389.64954 389.45662 389.47057 391.26594 396.69595 403.16252 379.84054 312.70558
EURJPY 173.63804 173.59887 173.67108 173.27911 172.85183 171.62533 162.43678 160.36601 128.20946
EURMXN 21.62937 21.62615 21.68371 21.60505 21.66816 21.71639 21.91655 18.79832 20.43546
EURNOK 11.60285 11.601 11.58372 11.56887 11.57 11.78896 11.4915 11.84085 9.33314
EURNZD 1.99308 1.98074 1.98271 1.97481 1.96375 1.98998 1.89993 1.78934 1.55827
EURPLN 4.26261 4.2531 4.24931 4.24623 4.25258 4.26912 4.24035 4.45371 4.2263
EURSEK 10.98774 10.98182 10.95309 10.9165 10.92269 11.11917 10.82465 10.31972 9.63477
EURSGD 1.51063 1.50916 1.51283 1.50655 1.5034 1.49386 1.46209 1.45088 1.57021
EURTRY 48.9128 48.82666 48.96447 48.66996 48.48729 47.59009 44.4104 30.06746 3.8711
EURUSD 1.18193 1.18147 1.18524 1.17768 1.17255 1.15882 1.13883 1.07301 1.14124
EURZAR 20.56396 20.54689 20.58335 20.43319 20.37496 20.58466 20.31861 19.56614 14.94078
GBPAUD 2.04946 2.04754 2.04347 2.04201 2.03653 2.07689 2.09292 1.86923 1.69315
GBPCAD 1.87657 1.87618 1.87636 1.87465 1.87722 1.86059 1.86311 1.6842 1.68898
GBPCHF 1.07532 1.07474 1.0737 1.08069 1.07995 1.0837 1.11287 1.1127 1.24829
GBPJPY 200.20143 200.20149 199.91477 200.33082 199.8592 198.95733 193.47456 184.09015 146.3316
GBPMXN 24.93748 24.95443 24.95803 24.97727 25.07014 25.17677 26.09885 21.60165 24.26248
GBPNOK 13.37352 13.37901 13.33151 13.37241 13.37457 13.66513 13.68327 13.6318 10.85711
GBPNZD 2.29796 2.28421 2.28231 2.28312 2.27071 2.30671 2.26284 2.06222 1.77713
GBPSEK 12.66651 12.66501 12.60689 12.61921 12.62666 12.88915 12.89297 13.47216 12.27928
GBPSGD 1.74159 1.74095 1.74143 1.74169 1.73828 1.7316 1.74155 1.67468 1.80571
GBPTRY 56.37886 56.32479 56.33105 56.25758 56.09489 55.15193 52.88845 34.85065 4.58648
GBPUSD 1.36268 1.3625 1.36431 1.36152 1.35577 1.34314 1.35651 1.23537 1.30248
NOKJPY 14.948 14.95813 14.97703 14.96191 14.91785 14.54214 14.1125 13.50562 10.44048
NOKSEK 0.94624 0.94633 0.94486 0.94303 0.94348 0.94255 0.94086 0.97281 1.03238
NZDCAD 0.81663 0.82119 0.82212 0.82101 0.82668 0.80645 0.82328 0.81928 0.93749
NZDCHF 0.46792 0.47037 0.47043 0.47327 0.47554 0.46973 0.49177 0.53956 0.68357
NZDJPY 87.11973 87.62351 87.58791 87.7386 88.00763 86.23448 85.50005 89.41469 76.51247
NZDUSD 0.59298 0.59636 0.59777 0.59631 0.59706 0.58234 0.5994 0.59874 0.68737
SEKJPY 15.76102 15.80059 15.81393 15.83104 15.78789 15.39177 14.95867 13.70002 10.95915
SGDJPY 114.93547 114.97721 114.78406 115.00469 114.95864 114.88486 111.08273 110.22529 75.96294
USDCAD 1.37735 1.37699 1.37537 1.37689 1.38466 1.38509 1.37365 1.36799 1.2975
USDCHF 0.78917 0.78882 0.78704 0.79374 0.79652 0.80675 0.82041 0.89896 0.96831
USDCNH 7.10225 7.09949 7.10332 7.11362 7.11592 7.16351 7.17569 7.02024 6.89498
USDCZK 20.5713 20.58295 20.50711 20.63681 20.76601 21.17116 21.84117 22.71671 22.86948
USDHUF 329.96792 329.82337 328.58247 330.67853 333.65745 342.31198 353.99292 353.82302 286.90239
USDJPY 146.91603 146.93503 146.53243 147.13561 147.39941 148.11661 142.63541 149.36814 112.36219
USDMXN 18.30193 18.30535 18.29523 18.34652 18.47762 18.74529 19.24472 17.51186 18.81387
USDNOK 9.81545 9.81972 9.77263 9.82242 9.86694 10.173 10.08933 10.8576 8.56578
USDPLN 3.60575 3.60001 3.58451 3.6047 3.62591 3.68331 3.7228 4.15362 3.87831
USDRUB 84.0029 - 82.88036 81.10726 80.62482 78.48063 92.63596 81.46133 58.72049
USDSEK 9.29631 9.29551 9.24154 9.26904 9.31408 9.59537 9.50632 10.89635 8.84406
USDSGD 1.27816 1.27779 1.27643 1.27923 1.28217 1.28923 1.28387 1.35256 1.39695
USDTHB 31.76164 31.77984 31.7373 31.73635 31.69474 32.48418 32.57964 34.10412 33.88884
USDTRY 41.29761 41.27209 41.29395 41.30556 41.3211 41.03389 38.96999 28.27752 3.56356
USDZAR 17.40054 17.3935 17.36976 17.34971 17.35175 17.76913 17.84154 18.14204 13.32189
XAGAUD 62.69232 62.1909 62.71562 64.01041 62.35192 59.19433 51.53099 35.59157 34.66759
XAGEUR 35.26738 35.07305 35.32541 36.28232 35.39344 33.03949 29.34404 21.63428 22.17091
XAGUSD 41.682 41.59801 41.87854 42.68402 41.51641 38.28853 33.41218 23.19743 17.29171
XAUAUD 5510.9958 5479.90496 5512.8401 5516.35617 5454.58378 5221.61908 5163.39833 3057.67486 2247.32591
XAUEUR 3100.10224 3088.14669 3105.29296 3126.76641 3096.34125 2914.36363 2938.20933 1857.1883 1445.73239
XAUGBP 2688.91 2676.73867 2698.46074 2704.74163 2676.74678 2514.06728 2466.68487 1609.23537 1247.53377
XAUJPY 538289.31198 536145.42977 539405.79991 542130.33279 534946.39351 500161.81657 477234.7536 297639.13578 185993.61058
XAUUSD 3664.25297 3660.91206 3681.83183 3680.80453 3632.0439 3377.55411 3346.20207 1992.51949 1241.8146
XPDUSD 1167.00025 1152.64416 1185.06204 1191.64472 1190.12276 1092.93081 988.51623 2971.82876 2343.2762
XPTUSD 1376.55166 1377.69468 1397.04533 1401.78641 1384.31256 1337.36086 1086.54858 1123.1672 1196.46515
ZARJPY 8.43707 8.44551 8.42692 8.46987 8.47827 8.32739 7.98296 8.17699 8.55257