High Pass Filter Trading Signal


Latest Changes in 1.6:  Added Signal Modes input. Mode 1 : HPF positive go long blue, HPF negative go short red. Mode 2: slow envelope only, HPF above upper envelope go long blue, HPF below lower envelope go short red. Mode 3: HPF above both upper envelopes - go long blue, HPF below both lower envelopes go short red. Mode 4: Go long blue if HPF crosses above upper slow, but fast upper should be below slow upper at the time, exit when HPF crosses below upper fast, reverse logic for short redMode 5: Signals from slow envelope only (white) and its half envelope (yellow).  The exported buffer (for iCustom) is the signal (+10 for blue, -10 for red, 0 otherwise) . It can be displayed if desired by selecting "display signal", but signal is always exported regardless.  The Strategy tester results below are for Mode 4, which was superior to others in my tests. 

This indicator issues trading signals based on a biquad high pass digital filter.  High pass filters are an underappreciated type of oscillator that are  seldom used in technical analysis. My two previous free indicators ( DFT of Price  and Q n D Frequency Response) give an introduction to the characteristics of high pass and other digital filter. In short, a high pass filter quenches the low frequency components of a signal and preserves the high frequency ones. It acts to de-trend a signal by removing the trend and keeping the volatility and cyclic components.

Blue histogram lines are go long signal, and Red regions go short.  The indicator can be called via "iCustom" to  import the first buffer signal  which is +10 for long and -10 for short and 0 otherwise. The signal is always on, but it can be monitored (if desired) by the input options.

Inputs 

fo  form 0 to 0.5

Q: better not change from 0.75.

RMS_Periods_1 : any integer

RMS_Periods_2 : any integer lower than  RMS_Periods_1


Optimisation results are given in the second screenshot for Gold 4H  between Jan 1, 2022 and Jul 1, 2022 for lot-size 0.1.   Screen shot three shows performance of first entry in table  between Jan 1, 2022 and Feb 1, 2023. (forward testing after Trade 37 from July 1,22  to Feb 1, 23) The EA follows exactly signals by the indicator - no stop loss or take-profit. The optimisation is for inputs: open price, optimise fo , period_1 and period_2.


                                                                             

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MT5 Version : Pre Note : The indicator uses the Open price value for calculations. This indicator represents a genuine momentum oscillator according to the true definition of "Momentum", and as realised by the techniques of digital filters. Scholarly papers   on the subject   by the current developer can be found   here  and here , but in this description we shall borrow only the minimum of conceptual and mathematical framework needed. In the process, we expose some long-held myths about indica
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Price Rectifier Signals
Safwan Rushdi Khalil Arekat
This indicator provides trading signals based on the polarity of the dynamical parameters of two digital signals. The dynamical parameters (momentum-acceleration) are derived by applying a high quality momentum oscillator, MTEMA LPD ( see Top Gun Oscillators ) to two digital signals. The MTEMA momentum oscillator is first applied to the price itself. Then, a rectification procedure is applied to the price based on the signals from the momentum oscillator yielding a rectified price signal. This s
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Jerk Indicator
Safwan Rushdi Khalil Arekat
5 (1)
In physics, "Jerk" is the third time-derivative of position, with acceleration being the second derivative and velocity the first derivative. In technical analysis, the first derivative of price is the price momentum, with the second derivative,acceleration, being seldom used and the third derivative virtually unknown. The magnitude frequency response of a digital differentiator is a positive-slope straight line passing through zero frequency. Therefore, every instance of a digital signal differ
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Top Gun Oscillators
Safwan Rushdi Khalil Arekat
5 (2)
Note : New in 1.6: the indicator now exports the trade signal (but not displayed). Go long with light blue. Go short with red. Exit otherwise. Signal to be imported to your EA using iCustom. This indicator provides Best of the Best linear filter momentum oscillators that I am aware of (Low Pass Differentiators, LPD's) . All of them are  recent developments by this developer, or other researchers. The oscillator line is the first buffer of the indicator, and can be called  in other indicators or
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Price Change Distributions
Safwan Rushdi Khalil Arekat
This indicator demonstrates that the price change of financial instruments is NOT a random walk process, as advocated by the "Random Walk Hypothesis", and as popularised by the bestselling book "A Random Walk Down Wall Street". I wish that were the case!  It is shown here that the real situation with price change is actually much worse than a random walk process!  Deceptive market psychology, and the bulls-bears tug of war, stack up the odds against traders in all instruments, and all time frame
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Commodity Channel Index Corrected
Safwan Rushdi Khalil Arekat
5 (1)
This indicator resolves an unrecognised defect in the Commodity Channel Index Oscillator (CCI). The CCI is based on a high pass filter calculated by subtracting the p-period simple moving average of a price signal (usually typical value) from the price signal itself. Then, the result is divided by the absolute mean deviation of the same period. The frequency response of a signal minus its simple moving average is shown in the first screen shot (in Blue). (see my free indicator : Q n D Frequency
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This indicator does not process the price chart data and does not provide trading signals. Instead, it is  an application to compute and display the frequency response of many conventional indicators. Moving averages like the SMA, LWMA and EMA, and  oscillators like the MACD, CCI, Awsome Osc, all have the form of digital filters. Electronic engineers use a special method to characterise the performance of these filters by studying their frequency response. Two important quantities of the freque
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High Pass Filter Candlesticks
Safwan Rushdi Khalil Arekat
This indicator applies the  biquad high pass filter to the price-chart data, and displays the filter output for the OHLC as candlesticks. The candlesticks corresponds to the actual calculations of the filter value  during the formation of each price bar (not from all historical highs lows or closes). The shape of the bars therefore corresponds directly to the shape of each price bar. High pass filters are an underappreciated type of oscillator that are seldom used in technical analysis in the st
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This indicator is a useful tool for visualising cyclic components in price. It calculates the Discrete Fourier Transform (DFT) of a price chart data segment selected by the user. It displays the cycles, the spectrum and the synthesised signal in a separate window.  The indicator is intended as a learning tool only, being unsuitable for providing actual trade signals. Download the file -  it is a free toy. Play with it to understand how signals can be transformed by controlling their cyclic comp
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Volatility Limit Trend
Safwan Rushdi Khalil Arekat
Volatility Limit Trend Indicator (VLT), an original indicator by this developer,  is a trend indicator based on setting a fixed volatility limit as a percentage of price. Volatile price is allowed to wander between two channel lines defining the fixed volatility about a central line. The price crossing one of the channel lines defines an exceeding of the allowed volatility, and ushering in one of two situation : either a continuation or a reversal of trend. The first buffer of the indicator (not
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MUST READ CAUTION BEFORE PURCHASE This  one-of-a-kind indicator displays the instantaneous high resolution High Time Frame Relative Strength Index  (HTF RSI), where  up to three higher time-frame RSI's can be displayed simultaneously on the current chart. The indicator differs drastically from previous multi-time-frame RSI indicators in that it displays  the high resolution bar-by-bar calculation of the HTF RSI - and not just the discrete values at the HTF bar closings. This allows for earlier
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