An improved method for measuring muon energy using the truncated mean of dE/dx
arXiv:1208.3430 · doi:10.1016/j.nima.2012.11.081
Abstract
The measurement of muon energy is critical for many analyses in large Cherenkov detectors, particularly those that involve separating extraterrestrial neutrinos from the atmospheric neutrino background. Muon energy has traditionally been determined by measuring the specific energy loss (dE/dx) along the muon's path and relating the dE/dx to the muon energy. Because high-energy muons (E_mu > 1 TeV) lose energy randomly, the spread in dE/dx values is quite large, leading to a typical energy resolution of 0.29 in log10(E_mu) for a muon observed over a 1 km path length in the IceCube detector. In this paper, we present an improved method that uses a truncated mean and other techniques to determine the muon energy. The muon track is divided into separate segments with individual dE/dx values. The elimination of segments with the highest dE/dx results in an overall dE/dx that is more closely correlated to the muon energy. This method results in an energy resolution of 0.22 in log10(E_mu), which gives a 26% improvement. This technique is applicable to any large water or ice detector and potentially to large scintillator or liquid argon detectors.
12 pages, 16 figures
References in corpus (8)
- Measurement of the atmospheric neutrino energy spectrum from 100 GeV to 400 TeV with IceCube
- IceCube: An Instrument for Neutrino Astronomy
- Time-Integrated Searches for Point-like Sources of Neutrinos with the 40-String IceCube Detector
- Search for a Lorentz-violating sidereal signal with atmospheric neutrinos in IceCube
- Light tracking through ice and water -- Scattering and absorption in heterogeneous media with Photonics
- Study of the performance of a large scale water-Cherenkov detector (MEMPHYS)
- Muon-Induced Background Study for an Argon-Based Long Baseline Neutrino Experiment
- Contributions to the 32nd International Cosmic Ray Conference (ICRC 2011) by the ANTARES collaboration
Cited by in corpus (29)
- Multi-messenger observations of a flaring blazar coincident with high-energy neutrino IceCube-170922A
- Observation and Characterization of a Cosmic Muon Neutrino Flux from the Northern Hemisphere using six years of IceCube data
- Energy Reconstruction Methods in the IceCube Neutrino Telescope
- Improved Characterization of the Astrophysical Muon-Neutrino Flux with 9.5 Years of IceCube Data
- Measurement of the multi-TeV neutrino cross section with IceCube using Earth absorption
- Cosmic Neutrino Pevatrons: A Brand New Pathway to Astronomy, Astrophysics, and Particle Physics
- Measurements using the inelasticity distribution of multi-TeV neutrino interactions in IceCube
- Search for time-independent neutrino emission from astrophysical sources with 3 years of IceCube data
- Search for a diffuse flux of astrophysical muon neutrinos with the IceCube 59-string configuration
- Search for neutrinos from decaying dark matter with IceCube
- Characterization of the Atmospheric Muon Flux in IceCube
- IceCat-1: the IceCube Event Catalog of Alert Tracks
- Characterization of the Astrophysical Diffuse Neutrino Flux using Starting Track Events in IceCube
- Multimessenger Search for Sources of Gravitational Waves and High-Energy Neutrinos: Results for Initial LIGO-Virgo and IceCube
- Nuclear effects in high-energy neutrino interactions
- Low Energy Event Reconstruction in IceCube DeepCore
- Dimuons in Neutrino Telescopes: New Predictions and First Search in IceCube
- Graph Neural Networks for IceCube Signal Classification
- Measurement of the energy spectrum with IceCube-79
- Evidence for a Spectral Break or Curvature in the Spectrum of Astrophysical Neutrinos from 5 TeV--10 PeV
- Galactic and Extragalactic Analysis of the Astrophysical Muon Neutrino Flux with 12.3 years of IceCube Track Data
- Searches for neutrinos from cosmic-ray interactions in the Sun using seven years of IceCube data
- Atmospheric Muons Measured with IceCube
- Double Neutrino Production and Detection in Neutrino Detectors
- Calorimetric Measurement of Multi-TeV Muons via Deep Regression
- Search for neutrino doublets and triplets using 11.4 years of IceCube data
- Seasonal Variations of the Atmospheric Muon Neutrino Spectrum measured with IceCube
- High-energy neutrino interaction physics with IceCube
- Particle Interactions in Matter at the Terascale: the Cosmic-Ray Experience