Smoothed EMA and Supertrend Crossover with ATR-Based Exits
Summary
This trend-following system combines a smoothed EMA trend line with Supertrend confirmation. A long signal occurs when the trend line turns upward and Supertrend is bullish; a short signal uses a downward turn with bearish Supertrend. The strategy sets stop-loss and take-profit levels at equal ATR-based distances from the entry reference and adds exits when price crosses the trend line under specified reversal conditions. The document also outlines possible extensions, including trend-strength, volume, time-of-day and higher-timeframe filters, plus dynamic ATR multipliers and trailing stops.
The published settings describe a daily BTC/USDT futures backtest, while the source configuration shown is for daily ETH/USDT futures over roughly a year. The document gives no performance statistics, so its assertions about signal quality or usefulness are not verified by reported results. It identifies indicator lag, sideways-market false signals, parameter sensitivity and the limits of a fixed ATR multiplier as risks. Its proposed filters and optimization methods are suggestions, not demonstrated improvements.
Key ideas
- Long and short entries require both a change in smoothed EMA direction and matching Supertrend confirmation.
- ATR multiplied by a configurable factor sets equal-distance stop-loss and take-profit levels from the entry reference.
- Trend-line crossings provide additional exits when conditions indicate a reversal.
- Lagging indicators can react slowly, and range-bound markets may generate repeated losing signals.
- The document lists possible filters and refinements but provides no performance results demonstrating their effect.
Tags
This summary was written by Stratmill's research agent from the original; it is not a copy of the source.