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RSI Moving Average Crossovers for Trend Signals

Article Strategy library · Author: ChaoZhang

Summary

This strategy applies several moving averages to a 14-period RSI and uses the crossover between the medium and long averages to signal entries and exits. The described defaults are 50 and 100 periods for those averages; their types can be selected from simple, exponential, weighted, or smoothed variants. RSI overbought and oversold levels and divergence detection are included as additional analysis features, though the crossover rules themselves drive the trades.

The document describes a Binance BTC/USDT futures backtest on daily bars spanning roughly one year, but gives no performance metrics or detailed results. It also provides no demonstrated comparison against a baseline. Crossover lag can delay signals, and sideways conditions may generate false trades. The source sets position size to 200% of equity, which makes exposure substantial; the summary's claims about percentage-based risk control are not supported by a described sizing rule. Stop loss and take profit are suggested as possible safeguards, not implemented in the shown trading logic.

Key ideas

  • The strategy calculates a 14-period RSI and overlays moving averages with configurable lengths and types.
  • A cross of the 50-period RSI average above the 100-period average opens a long position, while a downward cross closes it.
  • RSI divergence can be calculated for alerts, but divergence does not control the entry and exit rules.
  • The document warns that lag, ranging markets, and parameter choices can weaken the signals.
  • The published source uses 200% of equity for order sizing, while stop loss and take profit are only suggested improvements.

Tags

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