EMA Crossover Trend Signals Filtered by RSI and a Long-Term EMA

Summary

This strategy combines short- and medium-term EMA crossovers with a long-term EMA trend filter and RSI bounds. A bullish signal occurs when the shorter EMA crosses above the medium EMA, price is above the long-term EMA, and RSI remains below its overbought threshold. The bearish rules mirror these conditions below the long-term EMA, requiring RSI to stay above its oversold threshold. The stated defaults are EMA lengths of 4, 12, and 48, with a 14-period RSI and thresholds of 70 and 30.

The document explains the intended benefit of requiring trend and momentum confirmation, while warning that crossovers can generate repeated signals in choppy markets and may lag at reversals. It suggests testing parameter choices, adding filters such as volume or trend strength, and refining exits with stop or target rules. Published settings specify a BTC/USDT Binance futures backtest over roughly one year, using daily strategy bars and hourly base data. No performance results are reported, so the settings alone do not establish profitability or robustness.

Key ideas

• Short-term and medium-term EMA crossovers provide the entry trigger in the direction of the broader trend.
• The long-term EMA determines whether price is eligible for long or short signals.
• RSI thresholds exclude entries when momentum is considered too overbought or oversold.
• Frequent crossovers in sideways markets and delayed reactions to reversals are stated risks.
• The published BTC/USDT futures backtest settings include no reported performance results.

Tags

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