EMA Crossover Trend Following with RSI Confirmation and Percentage Stops

Summary

This trend-following approach pairs a short-period EMA with a longer-period EMA and checks the crossover against RSI momentum. An upward crossover generates a long signal only when RSI exceeds a configurable level; a downward crossover generates a short signal only when RSI is below it. The strategy also describes percentage-based stop levels calculated from the position’s average entry price. The supplied implementation draws these levels, though it does not submit explicit stop orders.

The document gives default EMA lengths, an RSI confirmation threshold, a stop percentage, and a BTC/USDT futures backtest configuration spanning several years. It provides no return, drawdown, or other backtest findings, so its claims about signal quality are not supported by reported results. The stated limitations include whipsaws and trading costs in sideways markets, lagging EMA signals, missed early trends from RSI filtering, and a fixed stop that may not suit changing volatility. Suggested extensions include volatility-adjusted stops, trend-strength and volume filters, and trailing exits.

Key ideas

• An EMA crossover is accepted only when RSI is on the corresponding side of a configurable threshold.
• The method combines trend signals with a percentage stop level based on average entry price.
• The example draws stop levels but does not place explicit stop orders in the shown strategy logic.
• Range-bound markets can cause repeated signals, while EMA lag and RSI filtering can delay or miss entries.
• The listed backtest settings contain no performance statistics to validate the strategy’s effectiveness.

Tags

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