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 0.91439 0.91099 0.91437 0.91772 0.91918 0.9081 0.89249 0.90372 0.99176
AUDCHF 0.52556 0.52207 0.5226 0.52659 0.52894 0.51005 0.5218 0.5817 0.76308
AUDJPY 100.2518 99.45292 99.15369 100.16421 100.87335 96.76612 96.40358 96.75381 87.50032
AUDNZD 1.15777 1.15347 1.15128 1.1487 1.14772 1.12957 1.09376 1.07954 1.06523
AUDSGD 0.84888 0.8442 0.84486 0.84979 0.8536 0.836 0.83369 0.89947 1.0831
AUDUSD 0.65171 0.64878 0.64747 0.65087 0.6537 0.64624 0.64981 0.67959 0.79466
CADCHF 0.5747 0.57304 0.57146 0.57378 0.57542 0.56162 0.58483 0.64348 0.77324
CADJPY 109.63774 109.16506 108.43321 109.13873 109.7426 106.54497 108.05974 106.99153 88.27772
CHFJPY 190.74932 190.4924 189.73673 190.2044 190.71874 189.6599 184.72549 166.20307 114.75075
CHFSGD 1.61513 1.61699 1.61663 1.61368 1.61377 1.63879 1.59761 1.54681 1.41302
EURAUD 1.77342 1.78332 1.78222 1.76784 1.76059 1.81191 1.78749 1.6196 1.49772
EURCAD 1.62162 1.62502 1.62967 1.6224 1.61836 1.64561 1.59537 1.46151 1.48561
EURCHF 0.93203 0.93101 0.9314 0.93095 0.93132 0.92452 0.93282 0.94354 1.14257
EURCZK 24.29966 24.29675 24.3401 24.36879 24.32258 24.30218 24.64431 24.4713 26.06807
EURGBP 0.8789 0.87861 0.87942 0.88097 0.87688 0.87182 0.86423 0.86827 0.92018
EURHUF 384.50835 384.20607 386.21276 386.71987 387.00766 390.80159 398.65594 380.14527 308.69177
EURJPY 177.79689 177.35289 176.72487 177.07654 177.61669 175.32333 172.34547 156.76634 131.15185
EURMXN 21.30348 21.37406 21.43911 21.40686 21.28988 21.68521 21.77 18.6831 20.71007
EURNOK 11.72458 11.74686 11.77877 11.7434 11.6639 11.80306 11.94342 11.23945 9.51963
EURNZD 2.05324 2.057 2.05203 2.03071 2.02018 2.04704 1.95512 1.74861 1.65108
EURPLN 4.23805 4.23899 4.24887 4.25437 4.25462 4.25417 4.25585 4.3296 4.22563
EURSEK 11.01568 11.02083 11.05268 10.99253 10.92588 11.06538 11.30552 11.01108 9.62185
EURSGD 1.50536 1.50554 1.50571 1.50233 1.50303 1.51503 1.49042 1.45855 1.61472
EURTRY 48.80163 48.87857 48.7137 48.50954 48.42647 49.16641 46.73486 31.98022 4.00323
EURUSD 1.15577 1.15698 1.15402 1.15068 1.1509 1.17109 1.1598 1.10246 1.19079
EURZAR 19.9675 20.01058 20.05853 20.0139 19.93931 20.40772 20.65702 20.28693 15.4796
GBPAUD 2.01776 2.02956 2.02641 2.00666 2.00772 2.07858 2.06804 1.86774 1.63072
GBPCAD 1.84517 1.84893 1.85299 1.84165 1.84574 1.8877 1.84497 1.68323 1.61444
GBPCHF 1.06058 1.05958 1.05907 1.05675 1.06207 1.06032 1.07908 1.08736 1.24174
GBPJPY 202.30084 201.85043 200.94886 201.00888 202.55917 201.09887 199.33091 180.7475 142.5307
GBPMXN 24.23735 24.32195 24.37713 24.29847 24.27771 24.87168 25.18466 21.55901 23.58927
GBPNOK 13.33925 13.36711 13.39156 13.32842 13.2986 13.5394 13.80917 12.96168 10.03818
GBPNZD 2.33614 2.34107 2.33328 2.30506 2.30427 2.34771 2.26186 2.01797 1.79869
GBPSEK 12.53321 12.54087 12.56533 12.47515 12.45921 12.69255 13.07283 12.70903 12.27928
GBPSGD 1.71293 1.71342 1.71214 1.7053 1.71409 1.73759 1.72406 1.68017 1.79011
GBPTRY 55.50784 55.61572 55.37906 55.05326 55.2075 56.38943 54.08172 37.02535 4.5746
GBPUSD 1.31513 1.31674 1.31219 1.30618 1.31262 1.34335 1.34182 1.26978 1.29411
NOKJPY 15.14397 15.08474 14.98171 15.05995 15.21109 14.85067 14.4119 13.90167 10.44048
NOKSEK 0.93872 0.93757 0.93769 0.93539 0.93616 0.93742 0.94578 0.9772 1.00913
NZDCAD 0.78974 0.78975 0.79415 0.7989 0.80107 0.80382 0.81544 0.83653 0.95053
NZDCHF 0.4539 0.45259 0.45388 0.45838 0.46095 0.45151 0.47695 0.53832 0.70207
NZDJPY 86.58491 86.2145 86.11674 87.19753 87.91765 85.64924 88.11979 89.52439 82.32739
NZDUSD 0.56291 0.56246 0.56235 0.56665 0.56972 0.57205 0.59312 0.6288 0.73264
SEKJPY 16.10198 16.05498 15.94955 16.07193 16.217 15.83968 15.19478 14.20561 10.95915
SGDJPY 118.08683 117.79488 117.35406 117.86025 118.16628 115.72778 115.47591 97.67926 75.96294
USDCAD 1.40304 1.40432 1.41233 1.41019 1.40628 1.40528 1.37348 1.32974 1.24758
USDCHF 0.80641 0.80468 0.80709 0.80902 0.80929 0.7894 0.80292 0.85637 0.9673
USDCNH 7.12171 7.12475 7.1253 7.12652 7.12741 7.12887 7.184 7.14802 6.77869
USDCZK 21.02518 20.99782 21.09168 21.17725 21.13118 20.75266 21.18702 22.31652 21.9246
USDHUF 332.6387 332.0523 334.65473 336.02871 336.21815 333.63258 343.72927 346.15168 270.28855
USDJPY 153.82759 153.29513 153.13876 153.8867 154.31726 149.73821 148.44031 142.35369 110.13782
USDMXN 18.43134 18.46903 18.57899 18.60375 18.4979 18.51884 18.77166 16.9777 18.12936
USDNOK 10.14392 10.1524 10.20656 10.20504 10.13176 10.0794 10.29352 10.20775 8.34243
USDPLN 3.66672 3.66316 3.68118 3.6968 3.69587 3.63226 3.66837 3.92916 3.70227
USDRUB - - 79.39964 81.32138 82.49458 80.96013 99.01887 80.47659 58.07164
USDSEK 9.53092 9.52505 9.57673 9.55219 9.49159 9.45167 9.74596 10.01283 8.42329
USDSGD 1.30251 1.30128 1.30481 1.30563 1.30594 1.29362 1.28527 1.3244 1.37675
USDTHB 32.35152 32.39554 32.39718 32.4526 32.54345 32.62174 32.48099 34.54892 33.19258
USDTRY 42.22637 42.19701 42.17488 42.08715 42.04504 41.9486 40.30898 29.06005 3.52111
USDZAR 17.27777 17.29567 17.3817 17.39022 17.32211 17.43138 17.80816 15.36399 13.05599
XAGAUD 75.12262 74.48554 74.69429 73.87874 73.59194 83.31928 58.64139 35.5273 34.66759
XAGEUR 42.3579 41.73642 41.93133 41.78756 41.76917 46.04296 32.80353 21.93779 22.17091
XAGUSD 48.95438 48.30517 48.38065 48.04616 48.21587 53.92117 38.10184 24.18265 16.63618
XAUAUD 6205.23933 6172.16107 6177.36637 6107.93035 6123.78812 6713.39922 5140.18227 3013.8228 2247.32591
XAUEUR 3499.13797 3458.98253 3468.23163 3455.64144 3476.50362 3702.8797 2875.79318 1861.6727 1445.73239
XAUGBP 3075.13723 3039.51695 3048.71019 3043.8487 3048.36384 3229.06254 2487.17 1611.70977 1247.53377
XAUJPY 622096.4531 613084.05211 612724.31553 611482.45905 617504.1779 650104.55683 495791.46828 290416.60969 185993.61058
XAUUSD 4044.33292 4003.15837 4001.66743 3973.5588 4009.9431 4341.53696 3340.3511 2049.28696 1319.06996
XPDUSD 1386.73492 1397.05671 1388.02295 1412.92518 1441.56472 1592.05102 1271.17989 2364.32703 2343.2762
XPTUSD 1564.68867 1543.92 1544.63093 1553.44535 1566.74358 1690.99379 1460.54487 930.46478 1196.46515
ZARJPY 8.89499 8.8538 8.80069 8.83498 8.8945 8.58816 8.31606 7.7226 8.46891