ATR-Based Trailing Stops for Volatility-Adaptive Trend Signals

Summary

This trend-following system places a trailing stop at a distance determined by ATR multiplied by a sensitivity setting. Price crossing above the stop generates a buy signal; crossing below generates a sell signal. The strategy closes the opposing position before entering in the new direction, and optionally uses Heikin Ashi closing prices for signals. The listed defaults include an ATR period of 10, sensitivity of 1, and a 10% position allocation; the published backtest settings describe daily SOL/USDT futures data over several months.

The document explains that ATR allows stop distance to expand or contract with measured volatility, but it provides no backtest performance statistics. It warns that frequent crossings in range-bound markets can cause false signals and costs, parameters need testing, gaps can exceed theoretical stops, and reversals may be detected late. Trend or volume filters, partial position management, and market-state adaptation are suggested as possible refinements, not demonstrated results.

Key ideas

• The trailing stop distance is the product of ATR and a sensitivity parameter.
• Crosses above and below the stop trigger directional entries, with the opposite position closed first.
• Heikin Ashi prices can optionally be used to calculate signals.
• The published SOL/USDT futures settings contain no reported performance metrics.
• Whipsaws, slippage, gaps, and delayed reversal response can weaken the approach.

Tags

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.