Kalman Navigation Strategy

The actual entry conditions of this strategy are as follows.

The strategy does not enter trades based solely on moving average crosses. Instead, it first confirms a trendline breakout, and then waits for an HMA-Kahlman trend reversal signal before entering the position.

Long Entry

1. A downward trendline must exist, formed by the two most recent pivot highs.
2. Price must break above this downward trendline.
3. At the time of breakout, volume must be at least 20% higher than the 20-bar average.
4. The Breakout Score evaluating breakout strength must be 3 or higher.
5. The breakout must have occurred within the last 10 bars.
6. Finally, a bullish crossover (crossUp) on the HMA-Kahlman indicator triggers the long entry.

Short Entry

1. An upward trendline must exist, formed by the two most recent pivot lows.
2. Price must break below this upward trendline.
3. At the time of the breakdown, volume must be at least 20% higher than the 20-bar average.
4. The Breakout Score must be 3 or higher.
5. The breakdown must have occurred within the last 10 bars.
6. Finally, a bearish crossover (crossDn) on the HMA-Kahlman indicator triggers the short entry.

Core Concept Summary

The entry logic follows this sequence:

Trendline formation → Trendline breakout/breakdown → Volume confirmation → Breakout strength evaluation → Recent occurrence validation → Entry after HMA trend crossover

In other words, the strategy synchronizes market structure change (Trendline Break) with trend reversal signals (HMA Cross) and enters trades only when both conditions align.

Stop loss conditions are as follows.

ATR-Based Stop Loss

• The stop loss is placed at Entry Price − ATR × Multiplier.
• This creates a dynamic risk management system, where stop distance automatically adapts to market volatility.

The strategy uses a three-stage take-profit structure based on risk-reward ratios.

• TP1: Risk × 2 → Close 50% of the position
• TP2: Risk × 3 → Close 25% of the position
• TP3: Risk × 4 → Close the remaining position

Additionally, once TP1 or TP2 is reached, it is recommended to move the stop loss to breakeven (Entry Price) or to TP1 in order to protect the initial capital.

Q1. Which markets is this strategy suitable for?

This strategy is designed for futures markets and assets with strong volatility, particularly cryptocurrency markets, index futures, and other highly active instruments where structural breakouts tend to occur.

Q2. Which timeframe works best?

The strategy can be applied across multiple timeframes, but it generally performs most consistently on 15-minute to 1-hour charts. Very low timeframes (such as below 5 minutes) may introduce excessive noise.

Q3. Does this strategy generate signals frequently?

No. Because it requires trendline breakout + volume confirmation + trend reversal, signals occur less frequently. However, the strategy focuses on higher-probability setups rather than frequent trades.

Q4. Why use the HMA-Kahlman indicator?

HMA-Kahlman combines two techniques into a single trend indicator.

First, HMA (Hull Moving Average) is designed to reduce lag while reacting faster to price changes compared to traditional moving averages. Normally, smoother averages respond slower, while faster averages produce more noise. HMA attempts to balance these two factors.

By applying a Kalman Filter, additional noise reduction is achieved. The Kalman Filter is widely used in aerospace and engineering systems to estimate real movement from noisy data.

By combining:

• HMA’s fast response speed, and
• Kalman Filter’s noise reduction capability,

the indicator can detect real trend changes faster and more reliably.

Q5. What is Breakout Score?

Breakout Score evaluates the reliability of a breakout. It considers factors such as trend duration, volume expansion, candle strength, and trendline slope. Higher scores indicate stronger and more reliable breakout signals.

1. No strategy guarantees profit

Although this strategy is designed based on statistical probabilities, not every signal will result in profit. Proper risk management and position sizing are essential.

2. Performance may decrease in ranging markets

Since this is a trend-based strategy, sideways markets may produce false breakouts.

3. High leverage increases risk

While the strategy can be used in futures markets, using leverage above 10x significantly increases both profit and loss potential. Always adjust leverage and position size according to your personal risk tolerance.