Multi-Oscillator Adaptive Kernel with Momentum

The Multi-Oscillator Adaptive Kernel with Momentum indicator provides a sophisticated approach to trend and momentum analysis by aggregating multiple normalized oscillators and smoothing them with an adaptive kernel. This tool allows traders to identify regime shifts and trend reversals through two distinct filter methods and customizable oscillator inputs.

Usage

The tool can be utilized to identify market trends and momentum shifts based on the selected Regime Filter:

• Trend Mode: Focuses on the position of the smoothed signal relative to the zero line. When the signal is above zero, a bullish trend is indicated; below zero indicates a bearish trend.
• Momentum Mode: Evaluates the relationship between the fast signal and its smoothed counterpart. A bullish signal is generated when the fast signal crosses above the smoothed signal, and a bearish signal when it crosses below. This mode is particularly useful for identifying potential reversals as current trend momentum begins to fade.

Example: A trader might use "Momentum" mode to find early entries in an overextended market, while using "Trend" mode to confirm the broader directional bias.

Details

This script is an adaptation of the Multi-Oscillator Adaptive Kernel (MOAK) by AlphaAlgos. It functions by normalizing and averaging a selection of popular oscillators—RSI, Stochastic, MFI, and CCI—into a single composite value. This raw value is then processed through an adaptive kernel (Exponential, Linear, or Gaussian) to produce a smooth, reactive signal.

Key enhancements include:

• Sensitivity Scaling: A dedicated parameter to scale the fast MOAK signal, allowing for fine-tuning of the indicator's responsiveness.
• Momentum Logic: The addition of a secondary smoothed signal to facilitate momentum-based crossovers.
• Visual Enhancements: Gradient fills and directional labels provide clear visual feedback on trend strength and transitions.

Settings

Oscillator Selection

• Source: The price source used for the oscillators (e.g., Close).
• RSI/Stochastic/MFI/CCI: Toggle these oscillators on or off to include them in the composite calculation.
• Length: Individual period settings for each enabled oscillator.

Kernel Settings

• Kernel Type: Choose between Exponential, Linear, or Gaussian weighting for the smoothing process.
• Kernel Length: Determines the window size for the adaptive kernel smoothing.
• Sensitivity: Scales the fast signal to increase or decrease responsiveness.

Display Options

• Regime Filter: Switch between 'Trend' and 'Momentum' calculation methods.
• Color Bars: Toggle price bar coloring based on the detected trend.
• Display Buy/Sell: Show or hide the labels indicating trend/momentum changes on the chart.

FAQ

How do I access Multi-Oscillator Adaptive Kernel with Momentum?

You can get access on the LuxAlgo Library for charting platforms like TradingView, MetaTrader (MT4/MT5), and NinjaTrader for free.

Which Kernel Type is best for day trading?

The 'Exponential' or 'Gaussian' kernels are often preferred for day trading as they place more weight on recent data, providing a more responsive signal compared to the 'Linear' kernel.

Can I use this for divergence trading?

While this version focuses on adaptive smoothing and momentum, the underlying composite signal can be used to spot traditional oscillator divergences against price action.