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EMA Crossover Entries with ATR Filters and Layered Stops

Article Strategy library · Author: ChaoZhang

Summary

This strategy combines 5-period and 20-period EMA crossovers with an ATR channel filter. It signals a long position when the fast EMA crosses above the slow EMA and price is above the slow EMA plus an ATR multiple; the inverse conditions signal a short position. The described settings also include a fixed percentage stop, a profit target, and an ATR-based trailing stop.

The document explains the intended role of each component: EMAs identify direction, ATR helps filter entries and adjust trailing protection, and fixed exits define loss and profit levels. It lists possible weaknesses, including crossover lag, false signals in sideways markets, costs from frequent trading, and early exits during retracements. The published backtest configuration covers BTC_USDT futures over a short period, but no performance statistics are provided. The explanation and source also leave some implementation details unclear, so the rules should be independently checked before relying on results.

Key ideas

  • Fast and slow EMAs define directional crossover signals.
  • An ATR channel condition filters crossover entries.
  • The system combines fixed percentage exits with an ATR-based trailing stop.
  • Sideways markets, lag, trading costs, and retracements may weaken performance.
  • The published backtest settings alone do not establish strategy performance.

Tags

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