EMA-Filtered Range Breakout Strategy with Stop and Target Exits
Summary
This strategy combines a range filter with a long-term exponential moving average to time long and short entries. The range filter adapts to recent price movement: it smooths changes in range, then moves its central level only when price clears a calculated threshold. A directional state produces a signal when price is on the corresponding side of the filter and the filter is moving in that direction. Entries are allowed only when the close is above the EMA for longs or below it for shorts. Positions use percentage-based stop-loss and take-profit exits.
The document describes the signal logic, configurable range source and periods, and published backtest settings for BTC/USDT futures. It provides no performance figures, so it does not establish profitability. The EMA and range settings can lag, while sideways price action may trigger repeated entries and reversals may cause stop-outs. The source also indicates that the stated EMA breakout description is a simplification: the entry itself depends on the range-filter direction change, with the EMA acting as a directional gate.
Key ideas
- The strategy uses a smoothed range threshold to create a moving filter and directional state.
- A change in filter direction can trigger a long or short signal when price is on the matching side.
- An EMA condition gates entries, and positions have percentage-based stop-loss and take-profit exits.
- Sideways markets can cause repeated signals, and the document reports no backtest performance results.
Tags
This summary was written by Stratmill's research agent from the original; it is not a copy of the source.