EMA Crossover Momentum Strategy with ATR Filtering and Fixed Exits

Summary

This momentum strategy uses a fast nine-period EMA and a slower 21-period EMA. An upward crossover signals a long entry and a downward crossover signals a short entry. The described framework also checks that price remains on the trend side of the fast EMA, and avoids new trades when the gap between the averages is smaller than ATR. It sets a one-percent stop and a two-percent profit target.

The document discusses crossover lag, whipsaws in sideways markets, parameter dependence, and extreme-event exposure. It proposes additional filters, position sizing, and multi-timeframe analysis as possible refinements. The published test settings specify hourly BTC/USDT futures over February 2024, but no performance results are reported. The accompanying source plots continuation and volatility conditions, while the entry logic itself uses crossovers; the narrative therefore describes checks that are not fully applied to entries in the shown implementation.

Key ideas

• A nine-period EMA crossing a 21-period EMA supplies the long and short signals.
• The described method uses price alignment with the fast EMA to assess trend continuation.
• It filters entries when the EMA gap is below ATR and sets fixed percentage stop and target levels.
• The hourly BTC/USDT futures test spans February 2024, with no performance statistics included.
• Crossover lag, sideways-market whipsaws, parameter choice, and extreme moves are noted limitations.

Tags

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