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 0.90996 0.91072 0.90982 0.91081 0.90843 0.91549 0.91374 0.92486 1.00487
AUDCHF 0.57551 0.57559 0.57579 0.57356 0.57433 0.57025 0.59077 0.63811 0.74322
AUDJPY 100.50747 101.05455 101.31414 99.89122 100.4781 100.7992 104.28024 91.03864 77.53947
AUDNZD 1.10964 1.10899 1.10604 1.10373 1.10151 1.09961 1.11076 1.08319 1.03827
AUDSGD 0.87516 0.87512 0.87316 0.87027 0.86733 0.87023 0.89416 0.91866 1.02384
AUDUSD 0.65159 0.65219 0.65015 0.64966 0.64663 0.6581 0.66397 0.68778 0.76543
CADCHF 0.63242 0.63198 0.63282 0.62971 0.63224 0.62275 0.64649 0.68917 0.74993
CADJPY 110.44792 110.94548 111.35161 109.66405 110.59761 110.08935 114.09753 98.17651 77.22941
CHFJPY 174.62933 175.54277 175.93859 174.13411 174.94421 176.76973 176.27151 142.23353 104.23213
CHFSGD 1.52053 1.52018 1.51629 1.5172 1.50987 1.52631 1.51217 1.43634 1.40252
EURAUD 1.61577 1.61808 1.62291 1.62555 1.63338 1.6505 1.63777 1.54785 1.46717
EURCAD 1.47034 1.47371 1.47666 1.48058 1.48387 1.50734 1.49371 1.43151 1.47401
EURCHF 0.92996 0.93145 0.93452 0.93244 0.93756 0.93916 0.96765 0.99002 1.09567
EURCZK 25.31752 25.28441 25.30869 25.30705 25.27482 25.3703 25.23967 23.96046 27.02125
EURGBP 0.83343 0.83369 0.83366 0.83576 0.83483 0.83505 0.83226 0.88043 0.86522
EURHUF 410.74637 409.60573 410.26633 406.62752 405.85152 407.59772 389.25675 394.79416 311.28063
EURJPY 162.4067 163.51009 164.42943 162.38946 164.1383 166.39425 171.37119 140.83835 114.08809
EURMXN 21.405 21.41579 21.35559 21.37192 21.56423 21.77838 19.62842 20.37122 20.93345
EURNOK 11.62731 11.65374 11.65798 11.65692 11.73613 11.86231 11.87812 10.62284 9.42461
EURNZD 1.79292 1.79457 1.79504 1.79419 1.79936 1.81494 1.81008 1.67629 1.54144
EURPLN 4.34596 4.3333 4.33834 4.32613 4.31956 4.33946 4.28178 4.44342 4.35641
EURSEK 11.60446 11.61699 11.60611 11.58542 11.59398 11.54604 11.41797 11.19157 9.55954
EURSGD 1.4141 1.41604 1.41714 1.41478 1.41767 1.43294 1.4636 1.42504 1.53118
EURTRY 36.46371 36.45245 36.40119 36.56409 36.40889 37.1169 35.95377 19.73376 3.31063
EURUSD 1.05283 1.05532 1.05521 1.0561 1.05698 1.08241 1.08822 1.0665 1.12317
EURZAR 19.0862 19.10687 19.13294 19.08858 19.22887 19.0439 19.87757 18.18283 15.4179
GBPAUD 1.93867 1.94084 1.94655 1.945 1.9577 1.97281 1.90026 1.7571 1.69376
GBPCAD 1.76416 1.76773 1.77126 1.77154 1.77899 1.8064 1.74093 1.62553 1.70091
GBPCHF 1.11586 1.11728 1.12098 1.11572 1.12335 1.12535 1.14776 1.12176 1.25911
GBPJPY 194.85809 196.13593 197.24062 194.30146 196.97849 198.48663 203.40213 159.8882 131.5835
GBPMXN 25.6821 25.68779 25.61435 25.57129 25.90404 26.0985 23.27944 23.13297 24.77874
GBPNOK 13.95098 13.97738 13.9825 13.94678 14.07622 14.21448 14.09477 12.04287 10.35751
GBPNZD 2.15126 2.15264 2.15312 2.14667 2.15781 2.1674 2.14772 1.9035 1.7804
GBPSEK 13.92296 13.93355 13.92036 13.86144 13.89194 13.84333 13.77198 12.7116 12.27928
GBPSGD 1.69672 1.69852 1.69982 1.69281 1.69863 1.71681 1.73735 1.61434 1.77406
GBPTRY 43.74463 43.71018 43.65485 43.74481 43.61785 44.47446 42.64911 22.42495 3.9379
GBPUSD 1.26323 1.26581 1.26566 1.2636 1.26634 1.29715 1.29172 1.20924 1.29732
NOKJPY 13.95397 14.01485 14.08958 13.91077 13.97459 13.96103 14.44092 13.21395 10.44048
NOKSEK 0.99744 0.99614 0.99497 0.99298 0.9862 0.97376 0.95974 1.05107 1.01188
NZDCAD 0.81992 0.82112 0.8225 0.82515 0.82429 0.83331 0.82446 0.85406 0.93855
NZDCHF 0.51857 0.51894 0.52052 0.51965 0.52055 0.51919 0.53403 0.59013 0.69698
NZDJPY 90.57275 91.11127 91.58875 90.4967 91.27527 91.5624 94.7074 83.95104 73.57461
NZDUSD 0.58716 0.58799 0.58779 0.58858 0.58687 0.59841 0.6007 0.6349 0.71894
SEKJPY 13.95899 14.03562 14.13052 13.97879 14.14328 14.33799 14.75558 12.54812 10.95915
SGDJPY 114.83932 115.46342 116.02315 114.76879 115.95827 115.53675 116.87519 99.53865 75.96294
USDCAD 1.39672 1.39663 1.39945 1.40208 1.40487 1.39258 1.36122 1.34476 1.31228
USDCHF 0.88334 0.88263 0.88569 0.88298 0.88704 0.86764 0.88846 0.92749 0.98364
USDCNH 7.24719 7.24622 7.2506 7.24025 7.23192 7.1357 7.2326 6.83093 6.63418
USDCZK 24.04619 23.95973 23.98265 23.96287 23.92011 23.42458 23.1514 22.51893 24.04044
USDHUF 390.12912 388.13323 388.78 385.03688 383.38879 376.67198 358.68394 370.64699 278.96453
USDJPY 154.25674 154.94439 155.83124 153.76609 155.53658 153.00788 157.36421 132.07169 101.41626
USDMXN 20.33121 20.29388 20.23846 20.23861 20.40032 20.12032 18.02003 19.143 18.75302
USDNOK 11.04424 11.04338 11.04763 11.03775 11.11377 10.959 10.91076 9.97032 8.43738
USDPLN 4.12714 4.10536 4.11062 4.09615 4.08671 4.0093 3.93471 4.16851 3.902
USDRUB 98.21573 97.00208 97.74587 97.99172 98.73735 96.50563 87.83081 69.49564 65.36101
USDSEK 11.02213 11.00827 10.99866 10.96989 10.96981 10.67133 10.44455 10.49186 8.55884
USDSGD 1.34318 1.34185 1.34298 1.33968 1.3413 1.32365 1.34452 1.33598 1.34206
USDTHB 34.63947 34.65815 34.728 34.55055 34.77586 33.73975 36.34109 33.73159 34.57726
USDTRY 34.53433 34.48063 34.4594 34.58364 34.41561 34.28606 33.03322 18.73201 2.97407
USDZAR 18.12901 18.10852 18.1328 18.07559 18.23549 17.59419 17.70517 17.08909 13.9528
XAGAUD 47.6521 47.77355 47.44528 48.19272 47.1923 51.79932 43.70822 34.60664 34.66759
XAGEUR 29.49108 29.52496 29.26196 29.64122 28.94133 31.44589 26.88443 22.39 22.17091
XAGUSD 31.04765 31.1587 30.87114 31.33817 30.51127 34.04809 29.29576 23.83606 20.32527
XAUAUD 4097.16897 4074.3065 4032.58707 4038.64348 3970.3925 4227.71896 3588.75814 2704.57073 2247.32591
XAUEUR 2535.68439 2517.97241 2487.30792 2484.03416 2434.97657 2567.44113 2206.743 1748.91662 1445.73239
XAUGBP 2113.32714 2099.17436 2072.84292 2074.92213 2024.92524 2139.91555 1857.7202 1538.5284 1247.53377
XAUJPY 411818.35813 411747.23376 408806.19534 403781.12492 401456.66007 425262.4617 379344.36857 245316.18141 185993.61058
XAUUSD 2669.70667 2657.26268 2624.26511 2626.17088 2567.09134 2779.08526 2402.41644 1861.86277 1315.4184
XPDUSD 1025.15635 1027.80382 1026.43639 1005.64888 950.5359 1017.01999 2003.30711 2912.21803 2343.2762
XPTUSD 958.53489 965.98833 963.77497 966.18605 943.43615 998.62295 915.12362 1247.96467 1196.46515
ZARJPY 8.50186 8.54898 8.584 8.49843 8.54225 8.6939 8.60786 7.7179 7.33962