121 research outputs found
Design of an Edge Slotted Waveguide Antenna Array Based on T-Shaped Cross-Section Waveguide
An edge slotted waveguide antenna array based on T-shaped cross-section radiating waveguide is proposed. The T-shaped waveguide is analyzed and designed to operate in dominant mode around the center frequency, which has a lower profile compared with the rectangular one. The radiating slots are etched and rotated alternatively on the broadened top plate without cutting into the adjacent walls. The metal fences are inserted between slots to reduce the mutual coupling and surface wave. Therefore, the sidelobe level in E-plane is well suppressed. A 2 × 8 antenna array working at Ka-band is designed and fabricated. The measured results agree well with simulations which demonstrate this novel waveguide structure
Application of Novel Printed Dipole Antenna to Design Broadband Planar Phased Array
A broadband planar phased array consisting of 22 linear printed dipole antennas (PDA) is presented in this paper. The element is designed by a coax probe feeding mechanism with a ground plate configuration. The PDA with two arms placed on both sides of a substrate is realized. The inner conductor of the coaxial cable is connected to the PDA’s upper arm, and the outer conductor is connected to the PDA’s lower arm, so it eliminates the balun. The impedance bandwidth of the PDA array can be improved by increasing mutual coupling effect between the adjacent array elements. A dielectric layer, which is integrated on the surface of the antenna, is designed and fabricated to improve the impedance bandwidth and to shield the array. The measured results indicate the active VSWR is less than 3 over the frequency range of 4–20 GHz
Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning
Numerical reasoning is vital for natural language processing models to
understand and process numerical information in real-world scenarios. Most
current methods first generate the Intermediate Meaning Representations (IMRs)
of questions and then generate answers. Current SOTA methods generate programs
as IMRs with large language models (LLMs). Intuitively, equations have fewer
restrictions and closer semantics to the question than programs, leading to
higher generation accuracy. However, current LLMs generate equations worse than
programs, where we assume that the equation data is rare in pre-training data
compared to programs. So in this paper, we try to use equations as IMRs to
solve the numerical reasoning task by addressing two problems: (1)
Theoretically, how to prove that the equation is an IMR with higher generation
accuracy than programs; (2) Empirically, how to improve the generation accuracy
of equations with LLMs. For the first problem, we propose and prove a
proposition to theoretically compare the generation accuracy of different IMRs.
For the second problem, we present a method called Boosting Numerical
Reason\textbfing by Decomposing the Generation of Equations (Bridge), which can
improve the accuracy of LLMs in generating equations as IMRs by reducing the
tendency of generating constant expressions and programs. Our method improves
the performance by 2.2%, 0.9%, and 1.7% on GSM8K, SVAMP, and Algebra datasets
compared to the previous state-of-the-art methods under the single reasoning
path setting. Our codes and prompts are released in
https://github.com/zirui-HIT/Bridge_for_Numerical_Reasoning
Broadband Antennas and Antenna Arrays
Abstract is not available in fulltext.Published versio
Surface Stabilization of O3-type Layered Oxide Cathode to Protect the Anode of Sodium Ion Batteries for Superior Lifespan
Even though the energy density of O3-type layer-structured metal oxide cathode can fully reach the requirement for large-scale energy storage systems, the cycling lifespan still cannot meet the demand for practical application once it is coupled with a non-sodium-metal anode in full-cell system. Transition metal dissolution into the electrolyte occurs along with continuous phase transformation and accelerates deterioration of the crystal structure, followed by migration and finally deposition on the anode to form a vicious circle. Surface engineering techniques are employed to modify the interface between active materials and the electrolyte by coating them with a thin layer of AlPO4 ion conductor. This stable thin layer can stabilize the surface crystal structure of the cathode material by avoiding element dissolution. Meanwhile, it can protect the anode from increased resistance by suppressing the dissolution-migration-deposition process. This technique is a promising method to improve the lifetime for the future commercialization
On the Relation Between Soft Electron Precipitations in the Cusp Region and Solar Wind Coupling Functions
© 2018. American Geophysical Union. All Rights Reserved. In this study, the correlations between the fluxes of precipitating soft electrons in the cusp region and solar wind coupling functions are investigated utilizing the Lyon-Fedder-Mobarry global magnetosphere model simulations. We conduct two simulation runs during periods from 20 March 2008 to 16 April 2008 and from 15 to 24 December 2014, which are referred as "Equinox Case" and "Solstice Case," respectively. The simulation results of Equinox Case show that the plasma number density in the high-latitude cusp region scales well with the solar wind number density (n cusp /n sw =0.78), which agrees well with the statistical results from the Polar spacecraft measurements. For the Solstice Case, the plasma number density of high-latitude cusp in both hemispheres increases approximately linearly with upstream solar wind number density with prominent hemispheric asymmetry. Due to the dipole tilt effect, the average number density ratio n cusp /n sw in the Southern (summer) Hemisphere is nearly 3 times that in the Northern (winter) Hemisphere. In addition to the solar wind number density, 20 solar wind coupling functions are tested for the linear correlation with the fluxes of precipitating cusp soft electrons. The statistical results indicate that the solar wind dynamic pressure p exhibits the highest linear correlation with the cusp electron fluxes for both equinox and solstice conditions, with correlation coefficients greater than 0.75. The linear regression relations for equinox and solstice cases may provide an empirical calculation for the fluxes of cusp soft electron precipitation based on the upstream solar wind driving conditions.Link_to_subscribed_fulltex
Evaluation of persistent-mode operation in a superconducting MgB2 coil in solid nitrogen
We report the fabrication of a magnesium diboride (MgB2) coil and evaluate its persistent-mode operation in a system cooled by a cryocooler with solid nitrogen (SN2) as a cooling medium. The main purpose of SN2 was to increase enthalpy of the cold mass. For this work, an in situ processed carbon-doped MgB2 wire was used. The coil was wound on a stainless steel former in a single layer (22 turns), with an inner diameter of 109 mm and height of 20 mm without any insulation. The two ends of the coil were then joined to make a persistent-current switch to obtain the persistent-current mode. After a heat treatment, the whole coil was installed in the SN2 chamber. During operation, the resultant total circuit resistance was estimated to be \u3c7.4x10−14 Ω at 19.5 K±1.5 K, which meets the technical requirement for magnetic resonance imaging application
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