Data validation: Initial concept of RMS + timeout based data validators and validation groups of N sensorsdata_validation

1 files changed, 157 insertions, 0 deletions

diff --git a/src/lib/ecl/validation/data_validator_group.h b/src/lib/ecl/validation/data_validator_group.h
new file mode 100644
index 000000000..d4eb2f2b6
--- /dev/null
+++ b/src/lib/ecl/validation/data_validator_group.h
@@ -0,0 +1,157 @@
+/****************************************************************************
+ *
+ *   Copyright (c) 2015 PX4 Development Team. All rights reserved.
+ *
+ * Redistribution and use in source and binary forms, with or without
+ * modification, are permitted provided that the following conditions
+ * are met:
+ *
+ * 1. Redistributions of source code must retain the above copyright
+ *    notice, this list of conditions and the following disclaimer.
+ * 2. Redistributions in binary form must reproduce the above copyright
+ *    notice, this list of conditions and the following disclaimer in
+ *    the documentation and/or other materials provided with the
+ *    distribution.
+ * 3. Neither the name PX4 nor the names of its contributors may be
+ *    used to endorse or promote products derived from this software
+ *    without specific prior written permission.
+ *
+ * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ * "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS
+ * FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE
+ * COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT,
+ * INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
+ * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS
+ * OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED
+ * AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
+ * LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN
+ * ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
+ * POSSIBILITY OF SUCH DAMAGE.
+ *
+ ****************************************************************************/
+
+/**
+ * @file data_validator_group.h
+ *
+ * A data validation group to identify anomalies in data streams
+ *
+ * @author Lorenz Meier <lorenz@px4.io>
+ */
+
+#pragma once
+
+class DataValidator;
+
+class DataValidatorGroup {
+public:
+	DataValidatorGroup(unsigned siblings);
+	virtual ~DataValidatorGroup();
+
+	/**
+	 * Put an item into the validator group.
+	 *
+	 * @param x		X Item to put
+	 * @param y		Y Item to put
+	 * @param z		Z Item to put
+	 */
+	bool			put(unsigned index, uint64_t timestamp, float x);
+
+	/**
+	 * Get the best data triplet of the group
+	 *
+	 * @param x		X Item to put
+	 * @param y		Y Item to put
+	 * @param z		Z Item to put
+	 */
+	void			get_best(uint64_t timestamp, int *index, float *x);
+
+	/**
+	 * Get the next sibling in the group
+	 *
+	 * @return		the next sibling
+	 */
+	float			sibling() { return _sibling; }
+
+	/**
+	 * Print the validator value
+	 *
+	 */
+	float			print(bool auto_reset);
+
+private:
+	DataValidator *_first;		/**< sibling in the group */
+
+	/* we don't want this class to be copied */
+	DataValidatorGroup(const DataValidatorGroup&);
+	DataValidatorGroup operator=(const DataValidatorGroup&);
+};
+
+DataValidatorGroup(unsigned siblings) :
+	_first(nullptr)
+{
+	DataValidator *next = _first;
+
+	for (unsigned i = 0; i < siblings; i++) {
+		next = new DataValidator(next);
+	}
+}
+
+~DataValidatorGroup()
+{
+
+}
+
+bool
+DataValidatorGroup::put(unsigned index, uint64_t timestamp, float x)
+{
+	DataValidator *next = _first;
+	unsigned i = 0;
+
+	while (next != nullptr) {
+		if (i == index) {
+			next->put(timestamp, x);
+			break;
+		}
+		next = next->sibling();
+		i++;
+	}
+}
+
+bool
+DataValidatorGroup::get_best(uint64_t timestamp, int *index, float *x)
+{
+	DataValidator *next = _first;
+
+	// XXX This should eventually also include voting
+	float max_confidence = 0.0f;
+	int max_index = -1;
+	float best_value = 0.0f;
+
+	unsigned i = 0;
+
+	while (next != nullptr) {
+		float confidence = next->confidence(timestamp);
+		if (confidence > max_confidence) {
+			max_index = i;
+			max_confidence = confidence;
+			best_value = next->get();
+		}
+		next = next->sibling();
+		i++;
+	}
+
+	*index = max_index;
+	*x = best_value;
+}
+
+float
+DataValidatorGroup::print()
+{
+	DataValidator *next = _first;
+
+	while (next != nullptr) {
+		next->print();
+		next = next->sibling();
+	}
+}