6.6 KiB
RSI Pro Indicator Family (Pro, %B, Oscillator)
1. Summary (Introduction)
This document covers our comprehensive, professionally coded MQL5 implementation of an advanced Relative Strength Index (RSI) indicator family. Moving beyond the classic RSI, this suite transforms the well-known momentum oscillator into a complete, multi-faceted analysis system for measuring the dynamics of momentum itself.
The core of the family is the RSI_Pro indicator, which integrates a fully customizable signal line and optional Bollinger Bands directly onto the RSI values. From this powerful base, we derive two specialized oscillators:
RSI_PercentB: Normalizes the RSI's position relative to its own volatility bands.RSI_Oscillator: Displays the difference between the RSI and its signal line as a histogram.
All indicators in this family are built on a shared, modular calculation engine and offer a seamless choice between standard price data and smoothed Heikin Ashi data, providing a powerful toolkit for advanced momentum analysis.
2. Mathematical Foundations and Calculation Logic
All indicators in this family are derived from the same core components: the RSI, its moving average, and the standard deviation of the RSI.
Required Components
- RSI Period: The lookback period for the base RSI calculation.
- Source Price: The price series for the RSI calculation (standard prices or Heikin Ashi Close).
- MA Period & Method: The period and type of moving average for the signal line / Bollinger Bands centerline.
- Bands Deviation: The standard deviation multiplier for the Bollinger Bands on the RSI.
Calculation Steps (Algorithm)
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Prepare Source Price: The engine first prepares the price series. If a standard price is selected, it is used directly. If a Heikin Ashi price is selected, the indicator first calculates the HA values and uses the corresponding HA price series as the source.
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Calculate the Base RSI: A standard RSI is calculated on the prepared price series using Wilder's smoothing method.
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Calculate the Signal Line / Centerline: The base RSI line is then smoothed using the selected
MA MethodandMA Period. This creates the signal line for theRSI_ProandRSI_Oscillator, and the centerline for the Bollinger Bands. -
Calculate Bollinger Bands on RSI: Standard Bollinger Bands are calculated based on the RSI values, using the MA line from the previous step as the centerline.
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Calculate Derivative Indicators:
RSI_Oscillator: The difference between the RSI and its signal line.\text{Oscillator}_t = \text{RSI}_t - \text{Signal Line}_tRSI_PercentB: Normalizes the RSI's position relative to its bands.\%B_t = \frac{\text{RSI}_t - \text{Lower Band}_t}{\text{Upper Band}_t - \text{Lower Band}_t}
3. MQL5 Implementation Details
Our MQL5 suite is built on a single, shared, modular, and robust calculation engine to ensure consistency and maintainability across the entire indicator family.
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Shared Core Engine (
RSI_Engine.mqh): The fundamental calculation of Wilder's RSI is outsourced to a shared engine. This ensures that all indicators in the suite (RSI Pro, TDI, StochRSI, etc.) use the exact same, validated mathematical core, eliminating code duplication and potential inconsistencies. -
Modular Calculator Engine (
RSI_Pro_Calculator.mqh): This calculator orchestrates theRSI_Engineto get the raw RSI data and then adds the advanced layers: the Signal Line (usingMovingAverage_Engine) and the Bollinger Bands. -
Composition Pattern: The
CRSIProCalculatoruses Composition to include theCRSIEngineand theCMovingAverageCalculator. This modular approach allows us to easily swap or upgrade components without breaking the entire system. -
Drift-Free RSI: We implemented a robust internal buffering system for the Wilder's Smoothing components (Average Gain/Loss) within the
RSI_Engine. This prevents the common "RSI Drift" issue seen in many incremental implementations, ensuring that the indicator values remain stable and accurate over time. -
Optimized Incremental Calculation (O(1)): All indicators employ an intelligent incremental algorithm.
- State Tracking: It utilizes
prev_calculatedto process only new bars. - Persistent Buffers: Internal buffers persist their state between ticks.
- Robust Offset Handling: The engine correctly handles the initialization periods of the chained calculations (RSI -> Signal Line -> Bands).
- State Tracking: It utilizes
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Object-Oriented Design:
- An elegant inheritance model (
CRSIProCalculatorandCRSIProCalculator_HA) allows all indicators in the family to dynamically choose the correct calculation engine at runtime based on user input.
- An elegant inheritance model (
4. Parameters
- RSI Period (
InpPeriodRSI): The lookback period for the base RSI. - Source Price (
InpSourcePrice): A comprehensive list of price sources, including all standard prices and a full range of Heikin Ashi prices. - MA Period (
InpPeriodMA): The period for the signal line / Bollinger Bands centerline. - MA Method (
InpMethodMA): The type of moving average. Supports: SMA, EMA, SMMA, LWMA, TMA, DEMA, TEMA. - Bands Deviation (
InpBandsDev): The standard deviation multiplier for the Bollinger Bands on the RSI. - Display Mode: (For
RSI_Pro) Controls which components are visible on the chart.
5. Usage and Interpretation
This indicator family allows for a multi-layered analysis of market momentum.
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RSI_Pro(The Main Dashboard):- Use this as the primary tool to get a complete picture. The Bollinger Bands on the RSI define the expected range of momentum. The signal line shows the trend of momentum.
- A crossover of the RSI and its signal line is a basic momentum shift signal.
- The RSI touching its own outer bands signals a statistical extreme in momentum, which is often a more reliable signal than the fixed 70/30 levels.
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RSI_Oscillator(The MACD of RSI):- This provides a clear, histogram-based view of the difference between momentum (RSI) and its trend (Signal Line).
- A zero-line crossover confirms that momentum has crossed its own average, signaling a potential acceleration in price. It is excellent for spotting divergences.
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RSI_PercentB(The Normalized View):- This oscillator normalizes the RSI's position into a 0-1 scale. It provides an objective measure of overbought/oversold conditions based on the momentum's own volatility.
- Values above 1.0 or below 0.0 are clear signals of extreme momentum that may precede a reversal or consolidation.