Dual EMA Crossover with ATR-Based Stops and Targets

Summary

This trend-following strategy uses a fast and a slow exponential moving average to generate directional entries: a cross above signals a long, while a cross below signals a short. The stated periods are 21 and 55. Average True Range sets the distance for protective exits, with the example using a stop at 1.5 times ATR and a profit target at one times ATR. These volatility-based distances are intended to adjust exit levels to recent price movement.

The document gives parameter values and a one-month BTC/USDT futures backtest configuration, but reports no returns, drawdown, trade count, or other performance evidence. Crossovers can lag or whipsaw in volatile or sideways conditions, and fixed ATR multiples may not fit every market regime. The article also notes that the system uses technical signals without fundamental filters. Results would depend on the instrument, timeframe, execution, and parameter choices; the supplied backtest setup does not establish robustness.

Key ideas

• A fast EMA crossing above a slow EMA signals a long entry, and a downward cross signals a short.
• The example uses EMA periods of 21 and 55.
• ATR multiples define the stop-loss and take-profit distances.
• Crossover signals may be unreliable in turbulent or sideways markets.
• The document provides a backtest configuration but no measured performance results.

Tags

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