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SMA Crossover Signals with RSI, ATR, and Fixed Exit Levels

Article Strategy library · Author: ChaoZhang

Summary

This strategy generates direction changes from a 10-period and 30-period simple moving average crossover. The description says RSI and ATR help assess market conditions, while the source calculates both indicators but does not use them to filter entries. On a long signal, the source sets a stop two price units below the close and a take-profit six units above it, but only submits the take-profit exit; it does not implement the described trailing stop or stop loss. No corresponding short entry logic appears in the source.

The document includes a BTC/USDT futures backtest configuration covering about a year, but it reports no performance metrics or findings. Its main cautions are that crossover systems can generate repeated signals in choppy markets, can lag at reversals, and depend on parameter choices. The suggested extensions include signal filters, volatility-aware sizing, and testing across instruments, but these are proposals rather than demonstrated improvements.

Key ideas

  • A 10-period SMA crossing above or below a 30-period SMA defines the stated trade signal.
  • The source calculates RSI and ATR but does not use them to qualify entries.
  • The source sets a long stop level but submits only a take-profit exit.
  • The supplied source lacks a trailing stop and short entry implementation despite the description.
  • The backtest setup is given without performance results.

Tags

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