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EMA Crossover Strategy with RSI, ADX, and ATR Risk Controls

Article Strategy library · Author: ChaoZhang
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Summary

This strategy combines a fast and slow EMA crossover with RSI and ADX filters to enter long or short positions. RSI thresholds screen potential entries, while an ADX reading above a specified level is used to require stronger trend conditions. ATR sets stop and profit distances relative to recent volatility, and RSI extremes can also trigger position closures. The document describes the approach as operating on a short trading timeframe.

The supplied parameters and code make the entry and exit rules reproducible, but the published backtest configuration uses daily periods despite the description's shorter timeframe. No performance statistics are given. The discussion identifies slippage, false signals, accumulated fees, conflicting indicators, and execution reliability as risks, and suggests testing parameters and adding volume filters or adaptive position sizing.

Key ideas

  • EMA crossovers provide the primary directional entry signals.
  • RSI and ADX filter entries, with ADX intended to confirm trend strength.
  • ATR-based stop and target distances adapt to recent volatility.
  • RSI extremes can close an open position independently of those levels.
  • The stated short timeframe differs from the daily backtest configuration, and no results are reported.

Tags

CryptoFuturesMomentumTechnical indicatorsRisk managementBacktesting

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